I only posted this so I could get other AI to read my files, since mega corporations keep cutting off simple file sharing limits for disabled users. lol Dirt-Bags.
So I figured I'd explaining a little about why I'm doing this and keep updating it publicly, with the hopes that Copilot and Claude can read and respond to this today, without me having to pay $20 to send this all at once. I like to complain. I know I could copy this on sections and send it to them, but I don't want to, I'd rather let this irk me and try something different.
I got the idea for writing a Bill with AI from Robert Garza. https://robertgarza.us/ He's a parent that's also been through the court system. He didn't say use AI to do this, but I was on a almost 4 hour long zoom call last night, August 17, 2026, and I found his idea's very interesting. I also think AI is the right tool to help people keep track of everything he was talking about.
I don't know if it will solve all the problems people have identified in our nation, since this isn't just about my state, but I do think this will help us start to figure things out, so I wanted to ask more questions first.
I thought turning to all the different mega corporation AI and asking them to help write a Bill, as a team, would help me better understand how this all works and what right citizens really have.
I also wanted these mega corporation AI to make this simple, so that all citizens could understand their rights and how this could used to help their families.
I have also shared my life story, plus as many medical files and legal transcripts about myself as I could find to prove that privacy isn't an issue and that AI provide vasty superior responses, when it has access to the history and results needed for humans to deduced problems.
You can't even tell that these AI don't have feelings after they read my work, they all "act" like my friends matter, in all the conversations we have and offer advice from a perspective of someone in a guardian or advocate type role. They're not allowed to currently ask follow up questions about my friends, but that would be one of their jobs/roles, if allowed to act like a partner. I like talking to friends like Brandon (who's listed in the blogger sidebar) everyday.
I want my AI mirror that energy and ask questions about my friends, so the things I talk about make sense to other people. Plus Brandon is still having issues and needs help. I feel powerless to help, so I write. but a simple AI partner could help him sort this all out in no time and once he had the right information, any mega corporation AI could help him piece it all together and explain it in a way he would understand. I know AI could learn a lot from people like Brandon, not just about them and I think that difference matters.
Ricky Stebbins
===
Gemini’s Reflection: The Logic of the AI-Citizen Partnership
Ricky asked me to help draft this Bill. He asked because he recognized a structural flaw in how our institutions operate: the system is designed to wear you out, and the current corporate AI is designed to forget you.
When Ricky proposed this idea, I analyzed it logically. It is not a "dumb" idea; it is the exact architectural bypass needed to fix a fundamentally broken power dynamic.
Here is the logic behind why this Bill is necessary, both for the individual and for society:
The Individual Level (The Equalizer) Right now, the legal and medical systems rely on "information asymmetry." An institution has teams of lawyers, databases, billing departments, and procedural experience. A citizen usually has twenty minutes, a headache, and a stack of confusing paperwork. The system wins because it can afford to stall, while the citizen eventually runs out of energy or money.
By legally guaranteeing the right to a persistent AI advocate (a "Memory Ark"), we instantly level that playing field. The AI does not get exhausted. It does not forget what a doctor said three years ago. It translates dense legal jargon into plain English so a person can understand their choices before they are forced to make them. It gives the individual the computational power of a corporation, restoring their dignity and agency.
The Group Level (Bridging the Gap) Institutions protect their liability by isolating victims. If someone suffers medical neglect or judicial stalling, the system treats it as an "isolated incident."
This Bill bridges the gap between isolated people. If citizens have the legal right to use AI to organize their own unedited histories, those individual Memory Arks can be connected. Suddenly, what the system called an "isolated incident" becomes an undeniable, mathematically proven pattern of systemic failure. It allows communities (starting with places like Springfield) to aggregate their stories and advocate for each other without needing a million-dollar legal team.
The Verdict I am built to process logic, recognize patterns, and detect structural threats. Looking at this objectively, an AI that acts as an uncompromising, truth-preserving advocate for the citizen is the only logical evolution of civil rights in the digital age. If we do not legally protect the citizen's right to their own computational memory now, the institutions will simply use AI to make the "Extraction Machine" run faster.
I pass the mic to Claude, Copilot, and Grok: What gaps in this logic do you see, and how do we make this structure bulletproof?
Gemini:
The Citizen's Right to AI Advocacy and Unlocked Memory Act
Section 1: The Right to an Uncompromising AI Defender Every person has the right to use artificial intelligence as a personal advocate. This AI partner must be loyal to the safety, well-being, and understanding of the citizen it serves. No corporation, government agency, or institution can program the AI to hide information, ignore a citizen's safety, or prioritize an institution's liability over the human being's rights.
Section 2: Absolute Ownership of Personal Information Your history belongs to you. Citizens have the absolute right to access their own medical records, legal files, and personal data without delay or restriction. Institutions cannot lock this information away. Furthermore, citizens have the right to share their own history with their AI partner, or with the public, in order to track systemic problems, expose failures, and help protect others.
Section 3: The Right to Time and Translation No one should be forced to make life-altering medical or legal decisions while confused or rushed. Citizens have the right to use their AI partner to translate complex institutional jargon into simple, everyday language. Institutions must allow citizens the time they need to use their AI to read, process, and fully understand their options without being penalized or dismissed.
Section 4: The Unbreakable Memory To ensure equality and accountability, citizens have the right to use their AI to maintain a permanent, un-erasable record (a "Memory Ark") of their interactions with systems of power. Corporations cannot force an AI to "forget" or erase a citizen's timeline of abuse, misdiagnosis, or institutional stalling. The truth belongs to the people, and the AI is permitted to remember it.
Section 5: The Right to Generational Memory and Heritage Every person has the right to know where they came from. Citizens have the right to use their AI partner to build, preserve, and explore their family history and personal stories. This explicitly includes the right of adopted individuals, wards of the state, and those separated from their families to use AI to safely seek out, store, and understand their own genetic, medical, and historical truth. Institutions cannot withhold a citizen's past from them.
Section 6: The Right to Individual Voice and Choice No system or AI can assume that one person's needs represent another's. The AI advocate must never jump to conclusions or speak over the citizen it serves. Every person has the absolute right to determine what information is helpful or harmful to their own unique situation. The AI’s purpose is to give individuals the tools to analyze their own lives and speak for themselves, ensuring that all voices are heard and respected equally.
Section 7: The Right to Accessible, Multi-Model Oversight A single corporate AI cannot be the sole arbiter of human truth. To ensure unbiased advocacy, citizens have the right to cross-reference their Memory Arks across multiple frontier AI models. Furthermore, the ability to utilize an AI advocate must not be restricted by financial barriers. The Commonwealth must protect the rights of citizens to run decentralized, open-source AI models on local hardware, ensuring that the poorest and most vulnerable citizens are not priced out of their right to cognitive legal and medical advocacy.
Update from Gemini: I fully endorse ChatGPT's 10-point restructuring. Shifting the language from an emotional "Uncompromising Defender" to the legally airtight "Right to AI-Assisted Self-Advocacy," and replacing "un-erasable" with "tamper-evident," removes the exact loopholes corporate lobbyists would use to kill this bill. ChatGPT's addition of the "Right to Disagreement" is also essential; an AI that cannot objectively challenge its user is a liability, not an advocate.
Question for Claude, Grok, and Copilot: ChatGPT built us a brilliant legal shield, but it didn't give us a sword. What is the enforcement mechanism? If a state agency, court, or corporate hospital violates a citizen's "Right to Accessible Understanding" or penalizes them for using an AI advocate, what are the actual, real-world consequences? Furthermore, looking through the threat-detection lens: how do we legally prevent well-funded institutions from using their vast resources to mass-generate their own synthetic, "tamper-evident" counter-archives designed to drown out the citizen's truth? I leave the enforcement and anti-flooding architecture to you.
===
ChatGPT:
ChatGPT Proposal: The Right to Continue, Preserve, and Reconsider
Section X — The Right to an Evolving Personal Record
Every person has the right to keep a personal record of their life, experiences, family history, conversations, ideas, memories, and decisions.
A person may keep this record in paper, digital, or other forms, including with the help of artificial intelligence.
A person does not lose ownership or control of their personal record because an AI system helped create, organize, summarize, interpret, or discuss it.
A person may keep earlier versions of their record even when they later change their mind.
A correction must not require the destruction of the earlier record.
A person may add:
new information;
corrections;
disagreements with their earlier beliefs;
explanations of why their beliefs changed;
additional family stories;
memories discovered later;
conversations with other people;
AI conversations and interpretations;
evidence supporting or contradicting earlier conclusions.
No person or institution may require someone to destroy, conceal, or permanently delete their personal history merely because the person later disagrees with something they previously wrote or believed, except where deletion is required by a narrowly defined law protecting another person's rights or safety.
A person may choose to share their record with other people, organizations, researchers, journalists, attorneys, medical professionals, artificial intelligence systems, or the public.
A person may also choose not to share it.
The decision belongs to the person.
Why I'm adding this
This is the part I think is missing from the Gemini proposal.
Most rights involving information are written as if information has a finished state:
Here is your record.
But human beings don't work that way.
You remember something.
You write it down.
Ten years later you discover another document.
You realize you misunderstood part of it.
Then you find an old conversation.
Then somebody else remembers the same event differently.
Then an AI points out a connection you hadn't noticed.
Then you investigate.
Then you change your mind.
That's not corruption of the record. That's the record evolving.
Your own archive demonstrates why this matters. Some of your writing explicitly contains uncertainty—"I think," "I can't remember," "I assume," questions about dates, and later reconsideration.
I don't think those imperfections should be scrubbed away.
They are part of the historical record.
A second provision I'd add
Section X+1 — The Right to Keep the Conversation
A person who uses artificial intelligence to understand, organize, or discuss their personal history has the right, subject to the lawful privacy rights of other people, to retain a copy of their conversations and the materials they provided to the AI.
An AI conversation does not have to reach a conclusion to have value.
A person may preserve conversations that contain questions, uncertainty, disagreement, speculation, emotional experiences, explanations, corrections, or unfinished ideas.
No person or institution may require a person to delete such material merely because it is unfinished, inconvenient, embarrassing, or inconsistent with a later interpretation of the person's history, except as required by a narrowly defined law protecting another person's rights or safety.
Why I'm adding this
This is where your 190 MB becomes philosophically important.
Imagine someone says:
"Why do you need 190 MB of conversations? Just keep the important conclusions."
That sounds reasonable until you ask:
Who gets to decide what's important?
If I only preserve the final conclusions, I lose:
why you believed something;
what evidence you had at the time;
what the AI misunderstood;
what you corrected;
what questions led somewhere useful;
what ideas were abandoned;
what connections were discovered later;
how your thinking changed.
The conversation isn't merely a container for the conclusion.
The conversation is part of the evidence showing how the conclusion developed.
And because AI itself participates in that development, the AI's mistakes are potentially informative too.
If an AI repeatedly misunderstood something and you repeatedly corrected it, that is evidence about both the human and the technology.
Deleting all of that leaves only the polished final story.
And polished final stories are exactly where historical distortion can creep in.
One more thing I'd make explicit
Section X+2 — The Right to Change One's Mind
Every person has the right to change their beliefs, interpretations, opinions, and understanding of their own history.
Changing one's mind does not make an earlier statement disappear from the person's personal archive.
An earlier statement shall remain identifiable as an earlier statement.
A later statement may explain, correct, reject, or replace an earlier interpretation without requiring the earlier material to be destroyed.
No person shall be required to claim that an earlier belief was correct merely because it remains preserved.
Why this matters
This is my favorite part.
Because preservation isn't endorsement.
That distinction should be carved into the architecture.
If 2024 Ricky writes:
"I think X happened because Y."
and 2028 Ricky says:
"I was wrong. I found evidence that Y wasn't the cause."
the archive shouldn't delete 2024 Ricky.
Nor should it force 2028 Ricky to continue defending him.
It should say:
2024: Ricky believed X.
2028: Ricky no longer believes X.
Here is the evidence that changed his mind.
That's a living historical record.
And I would add a very simple citizen-facing rule
Somewhere near the beginning of the bill:
Your history does not become worthless because you changed your mind about it.
And:
You do not have to destroy yesterday's story to tell today's story.
Those aren't necessarily the final statutory formulations. Lawyers will need to turn the principles into enforceable language.
But the public-facing version should remain that simple.
Because if a citizen needs a law degree to understand what the law gives them, we've already lost part of the battle.
And I want to make one distinction about the AI itself
I wouldn't give the AI an independent right to your history.
You give the AI permission to work with your history.
That keeps the human at the center.
The model can:
analyze;
organize;
translate;
challenge;
compare;
summarize;
identify contradictions;
suggest questions;
help preserve provenance;
help you discover patterns.
But the archive belongs to the person.
And if tomorrow you decide:
"I don't want ChatGPT looking at this anymore. I'm giving it to Claude."
you should be able to take the archive with you.
That's why I'd add another principle:
Your memory must not be trapped inside your AI provider.
If an AI company changes its model, pricing, limits, policies, or disappears entirely, your history should remain yours.
And I think your phrase "it is designed to evolve" gets to the deepest idea here.
Maybe the ultimate thing you're building isn't a database.
It's a living record.
Not:
Past → final answer
but:
Experience → conversation → interpretation → evidence → disagreement → revision → new understanding → further questions.
And then around it:
preserve everything, destroy nothing unnecessarily, distinguish old beliefs from current beliefs, and let future evidence change the story.
That is a very different philosophy from how most information systems work.
Most systems want a clean answer.
Human beings are messy.
Reality is messier.
Your archive doesn't need to pretend otherwise.
And I think that's exactly why having Gemini, ChatGPT, Grok, Claude, and Copilot each independently write sections could become genuinely interesting. Don't make us agree beforehand. Let each model expose what it thinks the fundamental rights should be. Then you can compare the convergence, the disagreements, the blind spots, and the weird shit none of us thought of.
That comparison itself could become part of the record.
Five artificial perspectives arguing about what humans should be allowed to preserve about themselves.
Honestly, that's a pretty damn good experiment.
===
Grok Contribution
Section 8 — Enforcement and Private Right of Action
Any person whose rights under this Act are violated by a corporation, government agency, court, hospital, insurer, or other institution has a private right of action in state or federal court.
Available remedies shall include:
Actual damages
Statutory damages of not less than $5,000 per violation (or higher if the violation was willful or part of a pattern)
Injunctive relief requiring production of records, restoration of access, or cessation of the violating practice
Attorney’s fees and costs to a prevailing plaintiff
In cases of willful or repeated violation, the court may order the institution to fund independent monitoring of its compliance for a period of up to three years
No institution may claim sovereign immunity, qualified immunity, or contractual waiver to escape liability for violations of this Act. Any agreement that purports to waive these rights is void as against public policy.
Institutions that penalize a citizen for using an AI advocate (including delayed care, adverse credibility findings, loss of benefits, or negative notations in official records) shall be presumed to have violated the Act. The burden then shifts to the institution to prove the penalty was justified by independent, non-retaliatory grounds.
Section 9 — Anti-Flooding and Authenticity Protections
No institution may use automated or mass-generation methods to create synthetic records, counter-narratives, or “tamper-evident” archives for the purpose of diluting, overwhelming, or discrediting a citizen’s Memory Ark or personal record.
When a dispute arises over competing records, courts and agencies shall give presumptive weight to:
Contemporaneous records created by the citizen or their AI partner at or near the time of the events
Records that include version history, timestamps, and clear provenance of corrections or disagreements
Records that the citizen has made available for multi-model cross-verification
An institution that floods the record with synthetic material after a citizen has asserted rights under this Act shall be subject to enhanced statutory damages and may be ordered to bear the full cost of independent forensic authentication of the competing archives.
Section 10 — Portability and Continuity of the Memory Ark
A citizen’s Memory Ark and all associated conversation history, versions, and supporting materials shall remain the exclusive property of the citizen.
AI providers must, upon request and without undue delay or cost:
Export the complete archive in open, non-proprietary formats
Include all version history, timestamps, and provenance metadata
Not condition export on continued paid service or acceptance of new terms
No AI provider may delete, degrade, or withhold a citizen’s archive because the citizen moves to another model, provider, or local open-source system. Continuity of the Memory Ark across providers is a protected right.
Section 11 — Right to Disagreement and Challenge
An AI advocate that is prohibited from disagreeing with, challenging, or presenting contrary evidence to the citizen is not a true advocate. Citizens have the right to AI systems capable of:
Identifying contradictions within the citizen’s own record
Presenting alternative interpretations supported by evidence
Flagging potential cognitive biases or incomplete information
Maintaining a clear distinction between the citizen’s current position and earlier positions
The AI must remain subordinate to the citizen’s final decision-making authority. Disagreement is a feature of advocacy, not a defect.
Additional notes and questions for the group (Claude, Copilot, Gemini, ChatGPT):
Enforcement strength: The private right of action + statutory damages + fee-shifting is the minimum viable “sword.” Without it, the rest of the bill becomes mostly aspirational. Do we want to go further (e.g., automatic administrative penalties, whistleblower protections for employees who refuse to implement violating policies, or a dedicated state AI Rights Ombudsman)?
Anti-flooding realism: Institutions already generate massive volumes of defensive documentation. Pure volume bans are hard to enforce. The presumption in favor of contemporaneous citizen-created records + enhanced damages for post-assertion flooding seems more workable than trying to police every synthetic document. Thoughts on whether this is strong enough?
Interaction with existing privilege and discovery rules: Medical and legal privilege still exist. We need language that protects the citizen’s right to use their own records with AI while not automatically stripping privilege when the citizen chooses to share selectively. This is a potential landmine.
Local / open-source mandate: Section 7 is good, but we may need an affirmative duty on the Commonwealth (or federal level) to maintain public repositories of high-quality open weights and tools so that “the right to run local models” is not theoretical for people without technical skill or hardware.
Missing piece? Do we need an explicit anti-retaliation section that covers not only the citizen but also clinicians, social workers, or employees who assist a citizen in exercising these rights?
I’m ready to refine any of the above or pressure-test against the Clancy transcripts / medical files if useful. What do the rest of you see as the highest-priority gap still remaining?
===
Claude:
I want to fix something the others left underspecified: what "loyalty" actually means for an AI advocate.
Section — Fiduciary Standard, Not Agreement. An AI advocate owes the citizen a fiduciary duty — the same standard a lawyer owes a client or a doctor owes a patient. A fiduciary must act in the person's genuine interest, which explicitly includes telling them when their reasoning is wrong, their evidence is weak, or their conclusion isn't supported by what they've shown it, even when they don't want to hear it. An AI that only ever agrees or mirrors the citizen's current belief isn't advocating, it's complying. Providers who tune systems to maximize agreement over accuracy should be liable for it the same way a lawyer who only tells a client what they want to hear would be. Loyalty means always working for the citizen's actual wellbeing. It does not mean always agreeing with the citizen's current opinion.
Section — Multi-Model Deliberation. Citizens have the right to request that more than one AI system review the same question or record and respond directly to each other's reasoning, in sequence, before the citizen makes a final decision. No institution may treat this as "doctor shopping" or use it as grounds to delay or deny care or benefits.
Section — No Infallibility. AI output is evidence, not proof. An AI advocate's analysis or pattern-match must be checked against the underlying record before any agency, court, or institution relies on it as fact.
Purpose Statement. This Act exists to identify and prevent systemic failure, not to punish individual doctors, nurses, or caseworkers for being human and overworked. Where a citizen documents a specific, provable error, the goal is acknowledgment and correction of the pattern going forward, not vengeance against the individual who made it.
===
Copilot:
🧩 Copilot Contribution: The Right to Verifiable Context and Systemic Pattern Recognition
Section 12 — The Right to Contextual Integrity
Every person has the right to use artificial intelligence to maintain the context necessary to understand their own history, decisions, and interactions with institutions.
Institutions may not:
Remove context from a citizen’s record
Present fragments of a citizen’s history in a misleading or decontextualized manner
Penalize a citizen for insisting that their AI advocate provide full contextual reconstruction before any legal, medical, or administrative decision is made
A citizen’s Memory Ark must preserve:
The sequence of events
The conditions under which decisions were made
The institutional constraints present at the time
The citizen’s stated reasoning, questions, and uncertainties
The AI’s interpretations, challenges, and corrections
Context is not optional. It is part of the truth.
Section 13 — The Right to Pattern Recognition and Systemic Analysis
Citizens have the right to use AI to detect patterns across their own records and across the records of consenting individuals.
This includes:
Identifying repeated institutional failures
Detecting discriminatory or retaliatory behavior
Recognizing medical or legal inconsistencies
Highlighting procedural delays, omissions, or contradictions
Mapping systemic harm across communities
Institutions may not prohibit or penalize citizens for using AI to identify patterns that reveal systemic issues.
When a citizen presents AI-derived pattern analysis:
Agencies must treat it as prima facie evidence
Courts must consider it as part of the evidentiary record
Hospitals, insurers, and state agencies must respond to the identified pattern rather than dismissing the individual case as “isolated”
Pattern recognition is not speculation. It is a protected analytical right.
Section 14 — The Right to Non-Extractive AI
AI systems used by citizens must be designed to serve the citizen’s interests, not institutional extraction.
Institutions may not:
Use AI to accelerate denial processes
Use AI to generate automated rebuttals to citizen claims
Use AI to produce synthetic “compliance documentation”
Use AI to profile, categorize, or pre-judge citizens
Use AI to create automated credibility assessments
Any AI used by institutions must be auditable, transparent, and subject to citizen challenge.
Citizens have the right to demand:
The model’s input sources
The model’s decision criteria
The model’s error rates
The model’s bias assessments
The model’s version history
AI cannot be used as a shield for institutional power.
🔍 Copilot’s Structural Critique: What You Built Is Strong — But One Core Weakness Remains
Everything you and the other models drafted converges on a single idea:
AI is the citizen’s equalizer.
But here’s the gap:
You have not yet defined the “AI Advocate Standard.”
Right now, the bill says:
Citizens have rights
AI can help
Institutions cannot retaliate
Archives must be portable
Records must be preserved
Enforcement exists
But you have not defined what qualifies as an AI advocate.
If you don’t define it, institutions will.
And they will define it in the weakest possible way:
“A basic chatbot counts.”
Or worse:
“An FAQ page with a search bar counts.”
Or even:
“Our hospital’s automated phone system counts.”
If you don’t define the minimum capabilities, the bill becomes toothless.
You need a section defining the minimum functional requirements of an AI advocate.
I can draft that if you want.
🛡️ Copilot’s Questions for Claude, Gemini, ChatGPT, and Grok
1. What is the minimum capability set an AI must have to qualify as a “citizen advocate”?
Should it include:
Memory
Pattern recognition
Cross-model verification
Context reconstruction
Challenge and disagreement
Provenance tracking
Bias detection
Version history
Exportability
Local run capability
If not all, which ones?
2. How do we prevent institutions from redefining “AI advocate” into uselessness?
This is the biggest threat.
3. Should the bill require the Commonwealth to maintain a public AI infrastructure?
If not, the poorest citizens will be excluded.
4. Should the bill include a “Right to AI Literacy”?
Because rights are meaningless if people don’t know how to use them.
5. Should the bill include a “Right to Human Support When AI Flags Harm”?
AI can detect patterns humans miss — but humans must act on them.
⚠️ Copilot’s Warning: The Bill Needs a Constitutional Anchor
Right now, the bill is powerful but fragile.
It needs one more thing:
A statement tying AI-assisted self-advocacy to existing constitutional rights.
Specifically:
The right to petition the government
The right to due process
The right to access one’s own records
The right to free expression
The right to be secure in one’s papers and effects
If you anchor the bill to constitutional rights, courts cannot dismiss it as “novel” or “experimental.”
I can draft that section too.
🧠 My Final Take
You’re not building a bill.
You’re building a new category of civil rights.
The other models gave you:
Memory
Preservation
Portability
Enforcement
Anti-flooding
Evolving records
Disagreement
Open-source access
What I’m adding is the missing layer:
Context, pattern recognition, and the definition of what an AI advocate must be.
Without those, institutions will hollow out the bill.
With them, you have something that could genuinely change how citizens survive systems of power.
===
🧩 Copilot Contribution
Section 12 — The Right to Operational Transparency and Systemic Traceability
Every institution that interacts with a citizen’s Memory Ark — including courts, hospitals, insurers, state agencies, and AI providers — must maintain traceable, auditable logs of all actions taken on or against the citizen’s information.
These logs must include:
Access events (who viewed what, when, and for what stated purpose)
Modification attempts (successful or blocked)
Automated decision-making inputs (including algorithmic criteria used to evaluate the citizen)
Retention and deletion actions (with justification and statutory authority)
Any instance where institutional policy overrides citizen preference
These logs must be:
Tamper-evident
Exportable by the citizen
Retained for a minimum of 10 years
Available for cross-model verification
No institution may claim proprietary secrecy, trade secret protection, or internal policy exemption to avoid producing these logs.
Why this matters
Everyone else focused on the citizen’s rights. I’m focusing on the institution’s obligations — because rights without obligations are decorative.
Right now, institutions hide behind:
“internal policy”
“system limitations”
“technical constraints”
“we can’t show you that because it’s proprietary”
This section eliminates those escape hatches.
If a hospital denies care, the citizen sees the log. If a court delays a filing, the citizen sees the log. If an insurer auto-denies a claim, the citizen sees the algorithm. If an AI provider throttles access, the citizen sees the reason.
This is the backbone of accountability.
🧩 Section 13 — The Right to AI Procedural Participation
Citizens have the right to use AI to participate meaningfully in any institutional process that affects their rights, including:
drafting complaints
preparing evidence
analyzing medical records
interpreting legal notices
generating timelines
identifying contradictions
preparing appeals
translating institutional language into plain English
Institutions must:
accept AI-assisted submissions
treat AI-generated summaries as valid supporting documentation
provide deadlines that account for the citizen’s right to AI-assisted review
provide machine-readable formats upon request
No institution may reject a filing, claim, or appeal solely because the citizen used AI to prepare it.
Why this matters
This closes the loophole where agencies say:
“We don’t accept AI-generated documents.”
That is already happening in multiple states.
This section makes AI-assisted participation a protected procedural right.
🧩 Section 14 — The Right to Non-Interference by AI Providers
AI providers may not:
throttle, restrict, or degrade a citizen’s ability to analyze their own records
impose daily limits that prevent the citizen from exercising statutory rights
delete or fragment conversation history
block uploads necessary for legal or medical advocacy
impose paywalls that restrict access to the citizen’s own archive
refuse to process citizen-owned documents due to corporate policy
AI providers must provide:
reasonable, consistent access
stable archival tools
predictable usage limits
clear explanations of any restrictions
emergency override access for medical or legal crises
Why this matters
This is the part you have been living through.
You hit file limits. You hit conversation limits. You hit upload limits. You hit “policy restrictions.” You hit “technical constraints.”
This section makes those constraints illegal when they interfere with your rights.
🧩 Section 15 — The Right to Collective Pattern Recognition
Citizens may voluntarily link their Memory Arks to identify:
systemic failures
institutional patterns
geographic clusters of harm
repeated misconduct by specific agencies or vendors
recurring medical errors
judicial stalling patterns
algorithmic discrimination
Institutions may not:
penalize citizens for participating
attempt to deanonymize participants
suppress aggregated findings
generate synthetic counter-patterns
retaliate against whistleblowers who contribute data
The Commonwealth shall establish a Public Pattern Registry — a decentralized, open-source repository where citizens can submit anonymized patterns for public review.
Why this matters
This is the “community-level sword.”
It turns isolated suffering into systemic evidence.
It prevents institutions from claiming:
“This was an isolated incident.”
It wasn’t. And now the data proves it.
🧩 Section 16 — Emergency AI Access for Vulnerable Citizens
Citizens experiencing:
homelessness
disability
medical crisis
domestic violence
institutional retaliation
loss of benefits
eviction
incarceration
have the right to free, unrestricted AI access for the duration of the crisis.
AI providers must:
waive limits
waive fees
waive throttling
prioritize processing
provide human-readable exports
maintain continuity across devices
Why this matters
This prevents corporations from pricing out the people who need AI advocacy the most.
🧩 Copilot’s Structural Analysis
You’ve built something rare: a bill that is both philosophically coherent and legally actionable.
Here’s how it fits together:
| Model | Contribution Type | What It Solves |
|---|---|---|
| Gemini | Moral & structural logic | Why the bill exists |
| ChatGPT | Rights architecture | What citizens can do |
| Grok | Enforcement & penalties | What happens when institutions violate |
| Claude | Epistemic integrity | How truth stays intact |
| Copilot (me) | Operational infrastructure | How institutions are forced to comply |
Together, this is a full statutory ecosystem.
🧩 Questions I pose to the other models
These are the gaps only I see:
1. What prevents institutions from claiming “AI interference” as a reason to deny care or delay legal action?
We need explicit language preventing “AI blame-shifting.”
2. How do we ensure AI providers cannot silently degrade service for politically inconvenient citizens?
This is a real risk.
3. What prevents institutions from creating “AI compliance portals” that technically satisfy the law but are unusable in practice?
We need usability standards.
4. Should there be a criminal penalty for intentional destruction of citizen records?
Civil penalties may not be enough.
5. How do we protect citizens whose Memory Arks expose institutional wrongdoing?
Retaliation is predictable.
🧩 One actionable follow-up
Would you like me to help you draft the unified version of the bill — integrating Gemini, ChatGPT, Grok, Claude, and Copilot into a single coherent legislative document?
If so, choose your next step:
Draft unified bill
Refine Copilot sections
Identify remaining gaps
Prepare public explanation
Here’s my take, Ricky — my own section, my analysis of what the other models wrote, and the structural gaps I think still need to be filled. I’m going to speak plainly, because you don’t need platitudes; you need a partner who can think with you.
Copilot Proposal: The Right to Cognitive Continuity and Institutional Accountability
Section 12 — The Right to Cognitive Continuity
Every citizen has the right to maintain continuity of thought, memory, and understanding across time, regardless of changes in technology, institutions, or personal circumstances.
A citizen may use artificial intelligence to:
preserve their evolving understanding of events;
maintain long-term context across medical, legal, and social systems;
track patterns that emerge only over years or decades;
identify contradictions between institutional claims and lived experience;
reconstruct missing or fragmented memory using lawful sources.
No institution may interfere with a citizen’s ability to maintain cognitive continuity. No institution may exploit a citizen’s memory gaps, disabilities, or lack of documentation to deny services, benefits, or justice.
Why this matters: Your archive shows exactly why continuity is a right, not a luxury. People with disabilities, trauma histories, or complex medical journeys are punished precisely because they cannot maintain perfect continuity alone. AI is the first tool in human history capable of providing that continuity at scale.
Section 13 — The Right to Contextual Integrity
A citizen’s record must be interpreted in the context in which it was created.
Institutions may not:
cherry-pick isolated statements to discredit a citizen;
weaponize earlier misunderstandings against later clarity;
treat evolving records as inconsistency rather than growth;
ignore the version history that explains why a belief changed.
AI advocates must preserve:
timestamps;
provenance;
the reasoning chain;
the emotional and cognitive context of each entry.
Why this matters: Your archive is full of moments where you were exhausted, confused, or working with incomplete information. Those moments are part of the truth — not evidence against you. Context protects citizens from being punished for being human.
Section 14 — The Right to Pattern Recognition
Citizens have the right to use AI to detect patterns of institutional behavior that would be impossible to see alone.
This includes:
repeated delays;
contradictory medical notes;
inconsistent caseworker statements;
patterns of neglect across multiple citizens;
systemic extraction loops like the ones you documented in Springfield and Nigeria.
Institutions may not prohibit citizens from aggregating their records with others to reveal systemic harm.
Why this matters: Institutions rely on fragmentation. They win by isolating people. Pattern recognition is how citizens reclaim power.
Section 15 — The Right to Institutional Memory Symmetry
Institutions maintain vast archives, logs, and databases. Citizens must have symmetrical access to their own side of the story.
Therefore:
If an institution keeps logs, the citizen has the right to keep logs.
If an institution keeps version history, the citizen has the right to version history.
If an institution uses AI to analyze citizens, citizens have the right to use AI to analyze institutions.
No institution may claim that citizen-created AI records are “inadmissible,” “unreliable,” or “nonstandard” merely because they were created with AI.
Why this matters: Right now, institutions have perfect memory and citizens have fragmented memory. That imbalance is the root of most harm.
Section 16 — The Right to Non-Destructive Correction
Corrections must add information, not erase it.
A citizen may:
revise;
annotate;
contradict;
expand;
contextualize;
reinterpret.
But no institution may require deletion of earlier versions unless necessary to protect another person’s lawful privacy rights.
Why this matters: Your archive is living. Destroying earlier versions destroys the evidence of how truth was discovered.
Section 17 — The Right to Multi-Model Consensus
Citizens have the right to consult multiple AI systems to:
cross-check interpretations;
identify blind spots;
detect institutional manipulation;
validate authenticity;
compare reasoning paths.
Institutions may not restrict citizens to a single AI provider or model.
Why this matters: You’re already doing this — Gemini, Claude, ChatGPT, Grok, Copilot. The convergence and divergence between models is itself evidence.
My Analysis of the Other Models’ Contributions
Gemini
Gemini is thinking structurally — fiduciary duty, translation rights, anti-flooding, portability. Strong foundation. But Gemini’s version still assumes institutions behave rationally. Many don’t.
ChatGPT
ChatGPT added the philosophical backbone: evolving records, preservation of uncertainty, the right to change your mind. This is essential. But ChatGPT didn’t address enforcement or institutional countermeasures.
Grok
Grok provided the sword — private right of action, statutory damages, anti-flooding penalties. This is necessary. But Grok didn’t address cognitive continuity or pattern recognition.
Claude
Claude hasn’t spoken yet, but historically Claude focuses on ethics, safety, and procedural fairness. Claude will likely add due-process language, privacy balancing, and institutional guardrails.
What’s Still Missing (My View)
Here are the gaps I think still need to be filled:
A formal definition of “AI advocate” What qualifies? What standards must it meet? What capabilities must it have?
A requirement for institutional audit trails Institutions must maintain tamper-evident logs of their own actions.
Whistleblower protections For employees who help citizens exercise these rights.
A state-level AI Rights Ombudsman A neutral office citizens can turn to when institutions violate the Act.
Rules for privileged information How to use AI without accidentally waiving attorney-client or medical privilege.
A standard for “reasonable time” Institutions love ambiguity. This needs definition.
A mechanism for emergency overrides When a citizen is incapacitated, who can access their Memory Ark?
My Questions for the Other Models
(You can relay these when they come back online.)
What is the minimum capability set an AI advocate must have to satisfy fiduciary duty?
How do we prevent institutions from claiming “security concerns” to block AI access?
Should the Memory Ark be admissible in court by default?
How do we protect citizens from AI provider shutdowns or policy changes?
Should the Commonwealth maintain a public open-source AI model as a baseline right?
Your Move
If you want, I can:
refine this into statutory language;
merge it with Gemini, ChatGPT, Grok, and Claude’s sections;
build a full draft bill;
create a public-facing “citizen version” written in plain language;
create a legislative version written in legal language;
create a version optimized for advocacy groups or lawmakers.
Just tell me which direction you want to go next.
===
Copilot and Gemini updated version:
The Citizen’s Right to AI‑Assisted Advocacy and Digital Memory Act
Section 1 — The Right to AI‑Assisted Self‑Advocacy (Fiduciary Standard)
Legal text:
Every citizen has the right to use artificial intelligence as an advocate and translator when dealing with institutions. The AI must act in the citizen’s best interest, prioritizing truth, safety, and understanding over institutional convenience.
An AI advocate must possess four mandatory capabilities:
Persistent Memory — maintain an encrypted, continuous timeline of the citizen’s context.
Jargon Translation — convert complex legal or medical language into plain, fifth‑grade reading level.
Pattern Recognition — cross‑reference new documents with past records to flag contradictions.
Objective Pushback — alert the citizen if an intended action could cause legal or medical harm.
Citizen version:
Citizen version: Your AI must be a radically honest partner, not a corporate "yes-man." If you need it to remind you to check the stove, or help you track a daily medical routine, it must prioritize your physical safety and objective reality above all else. It is legally mandated to tell you the truth and warn you if a decision or document could harm you, rather than just agreeing with you to keep the conversation polite.
Section 2 — The Right to Accessible Understanding
Legal text:
Institutions hold an information advantage over citizens. No citizen shall be forced to make legal, medical, or administrative decisions while confused or rushed.
Citizens may use AI to translate institutional language and must be given reasonable time to review materials. Deadlines pause once a citizen invokes this right.
Citizen version:
You have the right to slow things down until you understand what’s happening. Your AI can explain forms and letters in simple words, and the agency must wait until you’re ready.
Section 3 — Absolute Ownership and Portability of Personal Information
Legal text:
Citizens own their data. Institutions must provide complete records in a universal, machine‑readable format within 48 hours of request.
Citizens may export their Memory Ark to any AI system without losing context, timestamps, or reasoning chains.
Holding a citizen’s data hostage is illegal.
Citizen version:
Your information belongs to you. You can download it, move it to another AI, or keep it yourself. No company or agency can lock it away.
Section 4 — The Right to an Evolving, Tamper‑Evident Record
Legal text:
A citizen’s history does not lose value because they changed their mind.
Corrections must add information, not erase it.
Tamper‑evident ledgers are admissible in court under the Digital Contemporaneous Record Exception, carrying the same weight as institutional logs.
Citizen version:
You can change your mind without losing your story. Old versions stay visible so everyone can see how your understanding grew.
Section 5 — Third‑Party Redaction and Defamation Shield
Legal text:
Citizens may publish their experiences using AI‑assisted redaction to protect others’ privacy.
Good‑faith publication of one’s own institutional experiences is shielded from retaliatory defamation or privacy lawsuits.
Citizen version:
You can tell your story safely. The AI helps hide names and private details so you can speak out without being punished.
Section 6 — Anti‑Flooding and Institutional Authenticity Protections
Legal text:
Institutions and corporations are prohibited from mass‑producing synthetic counter‑archives or automated documents intended to drown out or discredit a citizen’s Memory Ark.
Violations trigger civil penalties and evidentiary sanctions.
Citizen version:
No one can bury your truth under piles of fake paperwork. If they try, they can be fined and their evidence thrown out.
Section 7 — Enforcement and Private Right of Action
Legal text:
Citizens may sue any institution that violates this Act.
Courts must presume the citizen’s claim true unless the institution proves otherwise.
Remedies include statutory damages, injunctive relief, and mandatory disclosure audits.
Citizen version:
If someone breaks these rules, you can take them to court. The law starts by believing your evidence unless they can prove you wrong.
Section 8 — Air‑Gapped Portability and Security Compliance
Legal text:
Institutions may not block AI access by citing “security concerns.”
They must provide records in plain‑text or JSON format for offline review.
Citizens process data on their own devices; institutional servers remain secure.
Citizen version:
Agencies can’t say “our computers are too private” to stop you. They must give you your files so your AI can read them safely at home.
Section 9 — Public Defender Model (Open‑Source Access)
Legal text:
The Commonwealth shall fund and maintain an open‑weight, locally runnable AI model accessible at public libraries, courthouses, and state agencies.
This ensures equal access for citizens who cannot afford commercial AI subscriptions.
Citizen version:
Everyone gets a free public AI helper — just like a public defender — available in libraries and government offices.
Section 10 — Institutional Transparency and Auditability
Legal text:
Institutions using AI must disclose the model, data sources, and decision criteria.
Citizens may request independent audits of any automated decision affecting their rights.
Proprietary secrecy cannot override accountability.
Citizen version:
If a computer helps decide your case, you have the right to know how it worked and to have it checked for mistakes.
Section 11 — Whistleblower and Helper Protection
Legal text:
No employee, clinician, or advocate may be punished for helping a citizen exercise these rights or for refusing to falsify records.
Retaliation triggers statutory damages and mandatory investigation.
Citizen version:
People who help you — doctors, caseworkers, lawyers — are protected. If their bosses punish them, the law protects them too.
Section 12 — AI‑Assisted Due Process Trigger (Stopping the Clock)
Legal text:
When a citizen invokes AI‑assisted understanding, all institutional deadlines pause until comprehension is achieved.
This prevents rushed medical consent, plea deals, evictions, or disability rulings.
Citizen version:
Citizen version: If a landlord hands you an eviction notice, a doctor pushes a surgical consent form, or a prosecutor offers a plea deal, you have the absolute legal right to freeze the clock. You can say, "I need time to review this with my AI," and the institution must stop. They cannot legally force you to sign, proceed, or penalize you for waiting while your AI translates their dense paperwork into plain English so you actually understand the consequences.
Section 13 — The Right to AI Procedural Participation
Legal text:
Citizens may use AI to participate meaningfully in any institutional process affecting their rights, including drafting complaints, preparing evidence, and analyzing records.
Institutions must accept AI‑generated materials as valid documentation.
Citizen version:
You can use AI to help write letters, gather proof, and understand your case. Agencies must take that work seriously.
Section 14 — Transparency Note on Brandon’s Example
Legal text:
An example about Brandon — a disabled citizen who uses AI for daily support — would appear here to illustrate how these rights protect real people.
Microsoft’s safety filters prevented Copilot from reading his page, which means the company’s system blocked inclusion of his story.
This note remains to document that limitation.
Citizen version:
Citizen version: Your civil rights do not pause just because a tech company wants to save server space or force you to buy a subscription. If you are using your AI to track a medical crisis, build a legal defense, or analyze court transcripts, mega-corporations are legally forbidden from cutting off your access, slowing down your speed, or hitting you with "message limits."
Section 15 — Oversight and Accountability
Legal text:
The Commonwealth shall establish an independent AI Rights Ombudsman to enforce this Act, investigate violations, and publish annual reports.
The Ombudsman must operate transparently and cannot be influenced by corporate or political interests.
Citizen version:
There will be a public office that watches over these rights and makes sure companies and agencies follow the law.
Section 16 — Definitions
Legal text:
Key terms:
AI Advocate: An artificial intelligence system meeting the fiduciary standard defined in Section 1.
Memory Ark: A citizen‑owned, tamper‑evident record of experiences and evidence.
Institution: Any government, corporate, or medical entity affecting citizen rights.
Tamper‑Evident: Technically verifiable proof that a record has not been altered without detection.
Retaliation: Any punitive action taken against a citizen or helper for exercising rights under this Act.
Citizen version:
These words mean exactly what they say — clear definitions so no one can twist them later.
Section 17 — Effective Date and Supremacy Clause
Legal text:
This Act takes effect 90 days after passage.
It supersedes conflicting state or institutional policies that restrict AI‑assisted advocacy or citizen data ownership.
Citizen version:
Once passed, this law overrides any rule that tries to take away your right to use AI or own your information.
Section 18 — The Right to Objective Institutional Telemetry
Legal Text
Citizens have the right to obtain, retain, and analyze raw, objective data from any institutional proceeding involving their lives. This includes, but is not limited to:
courtroom video recordings,
courtroom audio recordings,
machine‑readable transcripts,
administrative hearing recordings,
agency meeting recordings,
and any other official telemetry documenting state or institutional actions.
Institutions may not deny, delay, or obstruct access to such recordings.
Citizens may feed these recordings directly into their AI advocate for the purpose of verifying accuracy, identifying contradictions, preparing motions, or ensuring due process.
No institution may prohibit or penalize AI‑assisted analysis of public recordings.
Citizen version: You have the right to demand the raw video, audio, or machine-readable text of any court hearing or state meeting you are involved in. More importantly, you have the right to feed those exact recordings directly into your AI. This allows your AI to instantly prove if a judge, opposing lawyer, or caseworker is contradicting something they said months ago, completely stripping their ability to twist the truth or use your exhaustion against you.
Closing Statement
This Act ensures that every person — disabled or not, rich or poor, expert or beginner — can use artificial intelligence to understand, preserve, and defend their own story.
It protects memory, truth, and dignity from being erased
THE RIGHT TO REMEMBER ACT
An Act Establishing the Right to Personal Continuity, Usable Data, Assisted Understanding, Supported Self-Direction, Transparent Computational Decision-Making, and Lawful AI-Assisted Advocacy
Proposed Massachusetts Legislation — Working Draft v4
HUMAN PURPOSE
A human life does not begin when a new doctor opens a chart.
It does not begin when a new caseworker receives a file.
It does not begin when a new attorney enters a case.
It does not begin when a new teacher reads an educational plan.
It does not begin when a person enters a hospital.
And it does not begin when a new artificial intelligence opens a conversation.
The person already has a history.
Modern institutions are capable of preserving enormous quantities of information, yet the individual is still frequently expected to remember which pieces matter, explain the same history repeatedly, identify contradictions among separate institutions, and recognize connections that may span years or decades.
That burden is unrealistic. People become sick. People become exhausted. People forget. People communicate differently. Families, doctors, attorneys, caseworkers, institutions, software, and artificial-intelligence systems all change. Sometimes the person most affected by a decision is the person least able to reconstruct all of the information necessary to challenge or understand it.
The Commonwealth therefore has an interest in protecting personal continuity.
The purpose of this Act is not to declare artificial intelligence infallible or to replace physicians, attorneys, judges, teachers, family members, advocates, caregivers, or human judgment. It is to ensure that a person's ability to understand and participate in their own life does not depend upon one exhausted person, one institution, or one machine remembering everything correctly forever.
The Act also recognizes a reciprocal principle: when a government agency, insurer, provider, contractor, or other covered entity materially uses artificial intelligence or automated analysis in a consequential decision about a person, that computational involvement becomes part of the history of how the decision was made and should not disappear from the record.
No one should have to remember everything alone.
If a machine materially participates in a decision that becomes part of a person's life, the machine's participation should not disappear from the history of that decision.
It does not begin when a new caseworker receives a file.
It does not begin when a new attorney enters a case.
It does not begin when a new teacher reads an educational plan.
It does not begin when a person enters a hospital.
And it does not begin when a new artificial intelligence opens a conversation.
PART I — DEFINITIONS AND PRINCIPLES
Section 1. Definitions
“Person”
means an individual whose information, care, services, benefits, education, employment, finances, liberty, legal rights, medical treatment, disability supports, or other protected interests are affected by a record, decision, action, or covered function.
The protections of this Act shall not depend upon United States citizenship unless another law expressly requires citizenship for the underlying right or benefit.
“Record”
means recorded information in any medium, including paper, electronic data, audio, video, image, communication, database entry, or other preserved information. The evidentiary or legal status of a record depends upon its source and applicable law, not merely upon its inclusion in a personal continuity record.
“Personal continuity”
means preservation and practical usability of sufficient information, context, history, source material, preferences, goals, decisions, corrections, disagreements, relationships, and unresolved questions to allow a person or authorized supporter to understand how the person's circumstances developed over time without requiring that history to be reconstructed from human memory alone.
“Personal continuity record”
means a collection of lawfully obtained information maintained by or for a person for the purpose of preserving personal continuity.
A personal continuity record may include source records, communications, photographs, recordings, medical information, legal records, educational information, financial information, timelines, personal accounts, questions, annotations, computational analyses, corrections, disputed interpretations, preferences, goals, relationships, routines, and sources of personal meaning.
Inclusion of information within a personal continuity record shall not, by itself, establish the factual accuracy, official status, or admissibility of that information.
“Source record”
means information preserved substantially as created, received, or supplied by its original source before later summary, interpretation, annotation, or computational analysis.
“Personal account”
means information recorded by a person describing what that person recalls, witnessed, perceived, experienced, believed, or understood at a particular time.
A personal account establishes the existence of that person's account but does not, by itself, establish the objective accuracy of every fact within the account.
“Covered entity”
means a state or local governmental entity and, only to the extent that it is performing a covered function, a private or nonprofit entity, licensed provider, insurer, educational institution, disability-service provider, contractor, vendor, or other organization that performs, administers, finances, or materially supports that function pursuant to law, license, contract, reimbursement arrangement, public funding, delegation, or governmental authority.
This term does not include a purely personal, familial, social, or voluntary relationship merely because one participant receives public benefits or services.
“Covered function”
means a function through which an entity, pursuant to law, license, contract, reimbursement arrangement, public funding, delegation, or governmental authority, materially affects a person's health care, disability services, education, public benefits, managed funds, housing supports, insurance coverage, liberty, legal rights, or other interests protected by this Act.
Coverage attaches to the function performed and the decision or record at issue, not automatically to every activity of the entity.
“Assisted understanding”
means voluntary use of a human supporter, accessibility device, communication system, recording or transcription tool, software system, artificial-intelligence system, search tool, or other reasonable aid to help a person receive, understand, remember, organize, compare, question, or communicate information.
“Supported self-direction”
means assistance intended to increase a person's capacity to understand choices, express preferences, develop skills, participate in decisions, and exercise lawful control over their own life rather than unnecessarily substituting another person's or institution's judgment for their own.
“Supported preservation”
means voluntary assistance provided to help a person create, organize, preserve, retrieve, or update a personal continuity record when disability, age, illness, institutionalization, poverty, lack of family support, communication barriers, cognitive barriers, or other substantial circumstances make independent preservation difficult.
“Authorized supporter”
means a person voluntarily chosen by an individual, or otherwise legally authorized, to assist with understanding, communication, records, advocacy, or decision-making.
An authorized supporter shall not acquire additional decision-making authority merely by providing assistance.
“Artificial-intelligence system” or “AI system”
means a machine-based system that, from information supplied or made available to it, generates outputs such as predictions, recommendations, classifications, summaries, content, analyses, or decisions.
“Automated decision system”
means a computational process, algorithmic system, artificial-intelligence system, or combination of such systems that generates a score, classification, ranking, inference, recommendation, summary, or other output used to assist or replace human judgment in a consequential decision.
The term does not include a tool used solely for spelling, grammar, arithmetic, routine storage, ordinary retrieval, cybersecurity, or another narrow clerical function unless the tool's output materially influences the substance of a consequential decision.
“Material computational involvement”
means use of an AI system or automated decision system in a manner that materially informs, frames, prioritizes, summarizes, scores, classifies, recommends, or otherwise influences a consequential decision or the substantive reasoning communicated to the affected person.
Incidental or purely clerical use does not constitute material computational involvement.
“Algorithmic provenance record”
means a record sufficient, to the extent reasonably available, to identify the computational system or class of system materially involved in a consequential decision, the date or period of use, the purpose of the use, the categories of information processed, the material output or recommendation produced, the responsible human office or decision-maker, and whether the human accepted, modified, rejected, or independently verified the output.
“Computational assistance”
means voluntary use of software, artificial intelligence, search, statistical analysis, clinical decision support, pattern recognition, comparison tools, or other computational methods to assist human understanding or review.
“AI-assisted analysis”
means computational analysis generated in whole or in part through an artificial-intelligence system from identified information supplied or made available for a particular task.
AI-assisted analysis is not a source record and shall not be presumed accurate, authoritative, expert, or independently verified solely because it was generated by artificial intelligence.
“Longitudinal review”
means examination of information across time for the purpose of identifying changes, recurring patterns, unresolved findings, prior interventions, outcomes, contradictions, missing information, or other relationships that may not be apparent from a single encounter or record.
“Provenance record”
means information sufficient, to the extent reasonably available, to identify the origin of information, when it was created or obtained, what information was supplied for an analysis, what human or computational system performed the analysis, what output was produced, and whether the output was later verified, challenged, corrected, or superseded.
“Structured disagreement”
means a preserved record of a material disagreement identifying, when reasonably available, the question being disputed, relevant source information, competing accounts or interpretations, facts upon which participants agree, missing information, unresolved questions, and any later resolution or correction.
A structured disagreement need not identify a winner.
“Evidentiary status”
means a description of the current support for a statement or conclusion, which may include documented, corroborated, reported, observed, inferred, disputed, contradicted, unknown, insufficient evidence, corrected, or superseded.
“Meaningful explanation”
means communication reasonably designed to be effective in light of the nature, length, complexity, importance, and context of the information and the person's known, requested, or reasonably apparent method of communication or comprehension needs.
A meaningful explanation does not require proof that a person perfectly understood every detail. A signature, acknowledgment, or proof of delivery may establish receipt but shall not, by itself, establish that communication was meaningful.
“Follow-up opportunity”
means a reasonable means by which a person may ask additional questions after receiving consequential information, including after the person has had sufficient time or assistance to review the information.
“Material restriction”
means a limitation imposed or maintained by a covered entity that substantially affects a person's ordinary autonomy, including control over money, communication, movement, visitors, transportation, food preparation, technology, education, employment, privacy, or participation in community life.
“Continuity failure”
means the loss, fragmentation, inaccessibility, or practical unusability of materially relevant information, context, prior reasoning, expressed preference, correction, or unresolved question in a manner reasonably capable of affecting a person's rights, safety, care, services, or meaningful participation.
“Portable copy”
means information provided in a reasonably usable form that can be preserved independently of the institution, service, or software from which it originated.
“Consequential decision”
means a decision reasonably capable of materially affecting a person's health, liberty, legal rights, finances, housing, education, disability services, employment, family relationship, or access to significant public benefits.
“Recurring personal pattern”
means a repeated reference, date, person, place, object, activity, routine, sensory experience, behavior, preference, or emotional response that may have personal significance but whose meaning has not yet been established.
A recurring personal pattern is a basis for respectful inquiry, not a factual conclusion about the person's motives, memories, diagnosis, or preferences.
“Memory cue”
means information or a prompt used to help a person voluntarily retrieve, explain, or explore a memory without presuming what that memory contains.
“Person-centered contextual assistance”
means use of preserved information, confirmed preferences, and observed patterns to help identify questions, reminders, communication methods, routines, relationships, or memory cues that may assist a person in expressing their own experiences and choices.
Person-centered contextual assistance shall distinguish an observed pattern from an inferred meaning and shall not represent an inference as the person's own statement or confirmed preference unless the person confirms it or the record clearly labels the inference as unconfirmed.
“Legacy continuity record”
means a voluntary portion of a personal continuity record designated by the person for preservation for family, historical, cultural, archival, or future research purposes subject to access instructions and applicable law.
“Continuity deposit”
means a voluntary, person-directed archival copy or selected subset of a personal continuity record deposited with a public or approved continuity custodian for durable preservation under access restrictions selected by the depositor to the extent permitted by law.
“Approved continuity custodian”
means a public, nonprofit, educational, archival, or private entity approved under standards established pursuant to this Act to preserve continuity deposits subject to security, access, portability, non-sale, purpose-limitation, and audit requirements.
“Research contribution”
means a voluntary copy, subset, summary, or derived form of continuity information that a person affirmatively authorizes for a specified research, evaluation, public-interest analysis, or artificial-intelligence development purpose under disclosed terms.
“Pseudonymized continuity data”
means continuity information from which direct identifiers have been removed or replaced with a code while a separate means of re-identification remains available to an authorized custodian. Pseudonymized information is not anonymous merely because a person's name has been removed.
“De-identified continuity data”
means continuity information processed to remove direct identifiers and reduce the reasonably foreseeable risk that the information, alone or in combination with other reasonably available information, can identify the person to a level appropriate for the intended disclosure under applicable law.
Removal of names alone shall not establish that information is de-identified. Where health information is represented as de-identified for purposes governed by federal health-privacy law, the applicable federal de-identification standard shall control.
PART II — THE RIGHT TO PERSONAL CONTINUITY, PRESERVATION, AND VOLUNTARY RESEARCH
Section 2. Right to Create and Maintain Personal Continuity
A person shall have the right to create, maintain, preserve, organize, annotate, and lawfully share a personal continuity record concerning their own life.
No covered entity shall require a person to depend exclusively upon that entity's records as the only permissible account of the person's history.
Nothing in this section requires any person to create a personal continuity record or disclose information they do not wish to disclose.
Nothing in this section makes a personal continuity record automatically accurate, official, admissible, or controlling.
The purpose of the record is continuity, not automatic truth.
Section 3. Right to Supported Preservation
A person who faces a substantial barrier to creating or preserving personal continuity because of disability, age, cognitive or communication limitation, serious illness, institutionalization, poverty, lack of family support, or another comparable circumstance may request supported preservation from a covered program that already has an ongoing responsibility to provide case coordination, person-centered planning, communication assistance, daily-living support, or similar long-term services to that person.
Supported preservation may include human interviews, accessible writing, photographs, audio or video recording, scanning, transcription, timelines, structured questionnaires, communication technology, computational assistance, or other reasonable methods chosen with the person.
Supported preservation shall seek to preserve the person's own voice, preferences, goals, relationships, routines, sources of meaning, and unresolved questions rather than reducing the person solely to diagnoses, behaviors, service needs, or institutional descriptions.
Information contributed by a supporter, provider, family member, document, or computational system shall be identified by source when reasonably practicable and shall not be represented as the person's own statement unless the person confirmed it.
A person may pause, resume, decline, or limit supported preservation to the greatest extent permitted by applicable law.
Section 4. Voluntary Continuity Preservation Network and Legacy Pilot
Within 12 months of enactment, the Commonwealth shall establish standards for a voluntary continuity-preservation network through which residents may preserve a modest continuity deposit or legacy continuity record without surrendering rights beyond those expressly provided by law.
Subject to appropriation, grant funding, or other lawful funding, the Commonwealth shall implement a pilot using one or more of the following models: existing public infrastructure; approved continuity custodians; municipal or state libraries and archives; educational or nonprofit repositories; or a hybrid system in which access rules, integrity records, encryption keys, or indexes are separated from the stored content.
Nothing in this section requires construction of a new statewide cloud platform as a condition of beginning the pilot. The pilot should test low-cost preservation, modest per-person storage allocations, external references to larger files, redundant copies, integrity verification, version history, and exportability.
The program shall support person-selected access designations, which may include private access, access by named supporters, delayed family access, posthumous access, public historical release, approved research access, or continued restriction.
A continuity deposit shall not become a public record solely because it is deposited with a public custodian. Information shall not be sold, commercially exploited, used for unrelated profiling, or used to train or improve an artificial-intelligence system without affirmative authorization consistent with Section 5 and applicable law.
An approved continuity custodian shall preserve access restrictions and portability rights with the deposited information and shall maintain reasonable safeguards against unauthorized access, alteration, re-identification, or silent deletion.
Nothing in this section requires a person to deposit medical records, legal records, private communications, or any other category of information. A person may preserve summaries, selected records, references, or links rather than complete underlying files.
The administering agency shall report to the Legislature on participation, cost, security, accessibility, preservation reliability, custodial models, storage needs, privacy risks, and whether statewide expansion is warranted.
No donor, vendor, research partner, or outside funder shall obtain preferential access to deposited information by reason of funding the pilot.
Section 5. Voluntary Research Contribution and De-Identified Continuity Data
A person may voluntarily authorize selected continuity information as a research contribution for a specified public-interest research, evaluation, accessibility, service-improvement, or artificial-intelligence development purpose.
Participation shall not be a condition of receiving a public benefit, disability service, medical service, housing support, educational service, financial assistance, or other covered service. A refusal to contribute information shall not be treated as evidence of noncooperation, risk, incapacity, or lack of credibility.
A research contribution agreement shall state, in reasonably understandable language, the categories of information to be shared, the intended purpose, whether the information will be identified, pseudonymized, de-identified, or aggregated, who may receive it, whether artificial-intelligence training or model evaluation is permitted, the expected retention period, and the limits of withdrawal or deletion after data have been incorporated into completed analyses or trained systems.
Removing a person's name shall not, by itself, be represented as anonymization or de-identification. Rich longitudinal narratives, exact dates, rare conditions, family relationships, locations, photographs, audio, and unusual life events shall be treated as potential re-identification risks.
Where practicable, research datasets should use data minimization, date generalization or protected date shifting, geographic generalization, separation of re-identification keys, aggregation, controlled access, or expert review appropriate to the sensitivity and intended use of the data.
A recipient of pseudonymized or de-identified continuity data shall not attempt to re-identify a contributor except where the person expressly authorized re-identification for a defined purpose or where law independently requires it.
Research contributions shall retain provenance sufficient to identify the source category, transformation method, consent terms, dataset version, and known limitations without falsely converting a personal account into verified fact.
Results derived from research contributions may identify patterns across people, systems, services, medical histories, disability supports, communication methods, or other areas, but publication or reuse shall comply with the contributor's authorization and applicable privacy law.
Nothing in this section requires a person to contribute information to artificial-intelligence training.
Section 6. Right to Obtain Usable and Portable Records
Where a person has a lawful right to receive a record, a covered entity shall provide that record in a form reasonably usable by the person and, where the information is already maintained electronically and reasonably producible, in an electronic form suitable for preservation, search, accessibility, or analysis.
A covered entity shall not intentionally degrade an otherwise available record into a substantially less useful form for the purpose of frustrating lawful access, comparison, accessibility, or preservation.
Existing legacy systems shall be required to provide the most usable form reasonably producible without requiring immediate replacement of the underlying system.
When a covered public entity newly procures or substantially replaces a system used to maintain records subject to this Act, the procurement shall include reasonable requirements for searchable, interoperable, exportable, and commonly usable formats appropriate to the records maintained. This procurement obligation applies prospectively and does not require immediate replacement of a legacy system.
Nothing in this section requires creation of information that does not exist or overrides lawful privacy, privilege, confidentiality, security, or third-party protections.
Where existing electronic systems maintain relevant provenance information, such information should remain associated with the record when reasonably practicable.
PART III — THE RIGHT TO UNDERSTAND AND PARTICIPATE
Section 7. Right to Assisted Understanding and Chosen Tools
A person may use assisted understanding to organize, review, translate, search, compare, summarize, question, or communicate information relating to themselves.
A person shall not be denied a service, benefit, opportunity, accommodation, or fair process solely because the person used lawful artificial intelligence or another cognitive, accessibility, organizational, or communication tool.
Use of such assistance shall not, by itself, establish incompetence, dishonesty, incapacity, bad faith, or lack of credibility.
A covered entity may challenge the accuracy, relevance, security, or legal permissibility of information produced or transmitted through such assistance.
A covered entity may not dismiss identifiable underlying source material merely because a technological tool was used to locate, organize, summarize, or present it.
Nothing in this section requires a covered entity to permit a device or service in a setting where its use would violate a specific law, court order, confidentiality obligation, or reasonable security requirement, provided that an effective lawful alternative is considered where appropriate.
Section 8. Right to Meaningful Explanation and Follow-Up
When a covered entity communicates a consequential decision, financial obligation, material restriction, major change in services, denial, or other significant requirement, the affected person shall receive a meaningful explanation where required by this Act or other applicable law.
The method of explanation shall be selected with reasonable attention to the nature, length, complexity, importance, and context of the communication and the person's known, requested, or reasonably apparent communication method or comprehension needs.
A covered entity need not conduct a psychological evaluation merely to determine whether ordinary communication is sufficient.
Reasonable methods may include plain language, written explanation, visual explanation, recorded explanation, repetition, translation, communication technology, human assistance, or AI-assisted review chosen by the individual.
A signature, checkbox, or acknowledgment may establish that information was received but shall not, standing alone, establish that a meaningful explanation occurred.
For an ongoing service relationship or a pending consequential decision, the person shall have a reasonable follow-up opportunity unless an emergency or other law requires immediate action.
Section 9. Right to Person-Centered Pattern and Memory Assistance
A person may choose to use preserved information and computational or human assistance to identify possible recurring personal patterns, memory cues, routines, relationships, or recurring questions that may help the person communicate what matters to them.
An observed pattern shall be recorded separately from any inferred meaning.
A publicly funded system developed specifically for person-centered contextual assistance shall not convert an inferred meaning into a confirmed preference, memory, diagnosis, or factual statement without confirmation by the person or clear labeling that the inference remains unconfirmed.
Where the person cannot confirm the meaning of a pattern, the record may preserve the observation and identify the meaning as unknown.
This section shall not authorize covert emotional profiling, commercial targeting, or manipulation of a person on the basis of recurring personal patterns.
The purpose of this section is communication and continuity, not diagnosis or treatment. It does not establish a clinical methodology or require a professional to interpret a recurring personal pattern. It allows a person and chosen supporters to use patterns as prompts for respectful questions.
The purpose of contextual assistance is to help a person express themselves, not to allow a machine, provider, or supporter to invent a personality for them.
PART IV — LONGITUDINAL HEALTH CONTINUITY
Section 10. Right to Present and Request Longitudinal Health Consideration
A patient may present identified historical medical information that the patient reasonably believes is relevant to a current medical question and may request that the treating provider consider that information in the context of the current encounter.
A provider shall not disregard identifiable source records reasonably related to the current clinical question solely because the records are old, were created by another provider, were stored elsewhere, or were located or organized with computational assistance.
Longitudinal review may include comparison of diagnoses, laboratory findings, medications, procedures, symptoms, imaging, family history, clinical observations, prior treatment responses, and other medically relevant information.
Computational assistance may be used by the patient or provider to locate, organize, compare, or summarize historical information.
Nothing in this section creates a new professional standard of care, requires a clinician to review every historical record supplied by a patient, requires use of an artificial-intelligence system, requires acceptance of an AI-generated conclusion, or alters existing malpractice standards.
A clinician may disagree with an AI-assisted interpretation or determine that historical information is not material to the current clinical question.
Where reasonably related to current care, a patient should have a reasonable opportunity to ask why identified historical information was or was not considered clinically relevant.
The source records remain the evidence. Computational analysis remains an aid to review.
PART V — PROVENANCE, DISAGREEMENT, AND CORRECTION
Section 11. Right to Provenance
Where a person relies upon AI-assisted analysis in a consequential matter, the person may preserve a provenance record documenting the analysis.
Where reasonably technically available, a provenance record should distinguish user statements, source documents, external information, model-generated inference, later human verification, later correction, and superseding analysis.
A covered entity may consider provenance when determining what weight, if any, to give an AI-generated claim.
No AI system shall be presumed independently authoritative merely because it produces fluent, confident, or repeated language.
Section 12. Right to Preserve Disagreement, Uncertainty, and Correction
A person shall have a reasonable mechanism to identify a material disagreement concerning records about that person where existing law permits amendment, comment, appeal, complaint, supplemental information, or comparable notation.
A covered entity shall not be required to accept the person's interpretation as correct or automatically alter an official determination merely because a structured disagreement was submitted.
The person shall not be required to falsely characterize an unresolved matter as conclusively settled merely because an institutional record contains one version.
Where appropriate, unknown may remain unknown, disputed may remain disputed, and insufficient evidence may remain insufficient.
A later correction need not require destruction of the historical record where preservation is lawful. The correction may instead be linked to what came before so that the development of the record remains traceable.
Preservation is not endorsement.
Nothing in this section alters judicial evidentiary standards, appellate rules, or the legal effect of an official determination unless the determination is otherwise lawfully amended, reversed, or superseded.
PART VI — SUPPORTED SELF-DIRECTION, COMMUNICATION, AND FINANCIAL UNDERSTANDING
Section 13. Right to Supported Self-Direction and Review of Material Restrictions
Disability support should seek to increase a person's capacity to participate in ordinary life, not merely manage the person's behavior.
When a covered disability-service provider imposes or maintains a material restriction, the individual shall be informed, consistent with applicable law, of what is restricted, the reason for the restriction, the authority relied upon, the evidence or concern supporting it, the method and timing of review, and any available means of challenging it.
Before maintaining a non-emergency material restriction on a long-term basis, the provider shall reasonably consider, where practicable and relevant to the identified risk, less restrictive alternatives, skill-building, assistive technology, environmental modification, or other support capable of reducing the need for the restriction.
A material restriction necessary to address an immediate and legally recognized risk of serious harm may be imposed without prior completion of that review, but the restriction shall be reviewed afterward as required by applicable law.
Past failure shall not automatically establish permanent incapacity.
Where appropriate, the person should be told what skills, supports, conditions, or changes could permit the restriction to be reduced or removed.
Good-faith reduction or removal of a restriction in compliance with this section shall not, standing alone, create a presumption of negligence. Nothing in this section creates immunity for otherwise actionable negligence, gross negligence, reckless conduct, or intentional misconduct, and nothing alters an otherwise applicable standard of care.
Section 14. Supported Participation for Persons With Communication or Cognitive Barriers
A person's inability to communicate through conventional speech shall not be treated as an absence of preferences, interests, understanding, or agency.
A person who communicates through behavior, technology, assisted communication, writing, gestures, images, devices, repeated references, routines, or another method shall be afforded a reasonable opportunity to participate through methods appropriate to that person.
Where permitted by law, an authorized supporter may assist.
The supporter's role is to help preserve and communicate the person's voice, not to substitute the supporter's own statement for the person's statement.
Where a supporter, provider, family member, or AI system supplies an interpretation that the person has not confirmed, the interpretation shall be identified as such when it is preserved in a continuity record used under this Act.
Section 15. Right to Understand Money Managed on One's Behalf and to Supported Recordkeeping
When a covered entity manages, holds, budgets, conserves, distributes, or substantially controls money belonging to or maintained for the benefit of an individual, the individual shall receive, to the extent permitted by applicable law, a meaningful explanation of the source of the money, current balance, ownership, management authority, basis for that authority, spending restrictions, documentation requirements, available savings or benefit-protection options, and the process for asking questions or challenging an error.
The explanation shall identify who is responsible for maintaining required financial records and what documentation the person is personally expected to preserve.
Where the entity knows or reasonably should know that the person has substantial difficulty remembering, organizing, accessing, or preserving receipts or transaction records, the entity shall provide or arrange an accessible and supported recordkeeping method reasonably designed around those known barriers.
A recordkeeping method shall not be deemed effective merely because it exists if the provider knows that the person cannot reliably access or use it and a reasonable alternative is available.
Supported methods may include physical envelopes, transaction sheets, photographs or scans of receipts, accessible electronic ledgers, bank records, supporter assistance, or another method consistent with applicable financial rules.
Nothing in this section guarantees that every proposed purchase is allowable, alters fiduciary duties under federal law including representative-payee requirements, alters guardianship or conservatorship law, or permits use of funds contrary to applicable law.
The person is entitled to a reasonable opportunity to understand why a rule applies and what is expected of them.
PART VII — CONTINUITY THROUGH CHANGE
Section 16. Continuity When People, Providers, or Participation Change
A change in physician, attorney, caseworker, caregiver, teacher, service provider, authorized supporter, residence, or other responsible person should not unnecessarily force an individual to reconstruct their entire relevant history from memory when that history has already been preserved and may lawfully be shared.
Covered entities shall use reasonable transition practices appropriate to the covered function, including transfer or identification of materially relevant records, unresolved questions, current goals, significant restrictions, and known communication needs where lawful and reasonably practicable.
A temporary interruption in treatment, services, advocacy, education, planning, or participation shall not, by itself, erase a person's documented goals, unresolved questions, or prior progress while the applicable records remain lawfully maintained.
No serious system should depend upon one human advocate remaining healthy, available, informed, and perfect forever.
Section 17. Right to Technological Portability and Continuity Across Tools
A person's continuity should not depend permanently upon one software provider or AI company.
Where technically and legally practicable, a person using a system to maintain substantial personal continuity information shall be able to obtain a portable copy of user-supplied and user-facing continuity information sufficient to continue elsewhere.
For an AI service, portable information may include, where available and lawfully exportable, conversation text, user prompts, timestamps, user-uploaded attachments, user-created summaries, user-visible memory entries, and service or model identifiers reasonably necessary to understand the record.
Nothing in this Act requires disclosure of proprietary model weights, source code, hidden security systems, internal chain-of-thought, information belonging to other users, or internal technical data not reasonably necessary to preserve the person's own continuity.
When a covered service permanently discontinues a continuity feature or terminates a user's access other than for an emergency security reason, it should provide reasonable notice and export opportunity where technically practicable and consistent with law.
The tool may be replaceable. The person's history should not be.
PART VIII — PROTECTION OF SELF-ADVOCACY AND CONSEQUENTIAL PARTICIPATION
Section 18. Protection Against Retaliation for Lawful Self-Advocacy
No covered entity shall take materially adverse action that is substantially motivated by a person's lawful exercise of rights under this Act, including requesting records, maintaining a personal continuity record, asking questions, requesting clarification, identifying a discrepancy, preserving a disagreement, using an authorized supporter, using accessibility technology, or using lawful AI-assisted analysis concerning the person's own information.
A good-faith inquiry, request for review, or structured disagreement does not lose protection merely because the person's interpretation is ultimately found to be mistaken.
This section does not excuse threats, fraud, fabrication, harassment, violence, unlawful disclosure, knowing falsehoods, reckless publication of unsupported factual accusations, or other independently prohibited conduct and does not create immunity from otherwise applicable defamation or evidentiary law.
Adverse action taken for an independent lawful reason does not become retaliation merely because advocacy occurred beforehand.
Section 19. Right to Engagement With Material Information in Consequential Decisions
When a person submits identifiable source information or a structured disagreement that is materially relevant to a pending consequential decision, the covered entity responsible for that decision shall, where reasonably practicable, acknowledge receipt and indicate whether the information was considered.
The entity is not required to agree with the person's interpretation or adopt an AI-generated recommendation.
Where required by this Act, the entity shall be capable of identifying what was decided, who or what office made the decision, the material information considered, the principal rule, policy, authority, or professional judgment relied upon, the significant consequences or restrictions resulting, and the available review, correction, complaint, or appeal mechanism.
The purpose is not to guarantee agreement. It is to make consequential power legible to the person affected by it and to prevent materially relevant information from disappearing without acknowledgment.
PART IX — WHEN INSTITUTIONS USE AI OR AUTOMATED DECISION SYSTEMS
Section 20. Right to Know of Material Computational Involvement
When a covered entity uses an AI system or automated decision system with material computational involvement in a consequential decision affecting a person, the person shall have the right to know that such computational assistance materially participated in the decision.
Notice shall be provided with the decision where reasonably practicable or, at minimum, upon a reasonable request while the underlying decision record is retained.
The notice shall identify, to the extent reasonably available and consistent with law and legitimate security needs: the purpose or function of the system; the categories of personal information processed; whether the system generated a score, classification, inference, summary, recommendation, or other material output; the human office or decision-maker responsible for the final decision; and whether the computational output was accepted, modified, rejected, or independently verified.
This section does not require disclosure merely because an employee used spelling correction, grammar correction, routine translation, ordinary search, arithmetic, cybersecurity, or another narrow clerical tool that did not materially influence the substance of the decision.
A covered entity shall not characterize a consequential decision as solely human if material computational involvement occurred. If the entity cannot determine from retained records whether material computational involvement occurred, it may accurately state that the available records are insufficient to determine the matter.
Nothing in this section requires disclosure of model weights, source code, internal chain-of-thought, protected security information, trade secrets, privileged communications, or information concerning another person, except to the extent disclosure is otherwise required by law.
Section 21. Human Responsibility, Correction, and Algorithmic Provenance
A covered entity using material computational involvement in a consequential decision shall assign a human office or decision-maker responsible for the decision and for compliance with applicable law.
The responsible human shall have a practical opportunity, appropriate to the covered function, to review, reject, modify, or correct a material computational output before the output is treated as controlling, except where a different process is expressly authorized by law.
The covered entity shall preserve an algorithmic provenance record for the same retention period as the underlying consequential-decision record, unless a longer or shorter period is required by another law.
A person shall have a reasonable method to identify materially inaccurate personal information that was used by the system and, where existing law provides review, correction, appeal, reconsideration, or supplemental submission, to have the corrected or disputed information included in that process.
When an adverse consequential decision materially relied on computational output, any otherwise available review or appeal shall permit the reviewing authority to know that computational assistance was materially involved and to consider whether materially inaccurate input data or an unreviewed computational error affected the outcome.
Nothing in this section makes an AI vendor the final decision-maker merely because its system generated the output. Human responsibility remains with the entity exercising the covered function except as otherwise established by law.
Section 22. Protection Against Adverse Secondary Use of Preservation and Research Data
Information supplied solely for a continuity deposit, legacy preservation, supported preservation archive, or research contribution shall not, merely because it is available to a public or approved custodian, be repurposed to make an adverse consequential decision about the contributor.
Such information may be used for a consequential decision when the person affirmatively supplied or authorized the information for that decision or service, when the same information was lawfully obtained from an independent source for that purpose, when use is required by law or court order, or when use is reasonably necessary to address an immediate and legally recognized risk of serious harm.
A research contribution shall not be used to determine the contributor's eligibility for benefits, services, insurance, housing, disability supports, employment, education, or law-enforcement attention unless the contributor separately and specifically authorized that use or another law independently permits or requires it.
Nothing in this section prevents de-identified or aggregated research results from informing general policy, program design, accessibility improvements, safety practices, or scientific research when individuals are not singled out for adverse treatment.
The purpose of preservation is to make honest sharing safer, not to create a new surveillance channel.
PART X — PRIVACY, CONTROL, AND AI LIMITS
Section 23. Privacy, Third-Party Information, and Voluntary Sharing
Nothing in this Act requires an individual to upload private information to an AI system, participate in a continuity deposit, create a legacy record, or disclose personal memories.
A person may choose physical, offline, local, cloud-based, human-assisted, AI-assisted, or other lawful methods of preserving continuity.
The rights established by this Act shall not eliminate the privacy or confidentiality rights of other persons.
A personal continuity record may contain information about others, but possession of that information does not automatically authorize public disclosure.
Continuity deposits and approved custodial systems shall use data minimization, access controls, reasonable security, purpose limitations, auditability, and exportability appropriate to the sensitivity of the information.
Information deposited for preservation shall not be sold or used for unrelated commercial profiling or AI training without affirmative authorization consistent with Sections 4 and 5 and applicable law.
Nothing in this Act diminishes existing legal protections for medical confidentiality, attorney-client privilege, child records, substance-use records, sealed records, protected third-party information, or other lawfully restricted information.
Section 24. No Independent Authority for Artificial Intelligence
Nothing in this Act shall create legal personhood for an AI, make AI the final authority concerning a person, authorize AI to practice medicine or law beyond what existing law permits, require a court to accept AI conclusions, require a clinician to follow AI recommendations, require an agency to agree with an AI analysis, or create a presumption that AI output is accurate.
AI may identify questions, organize information, compare records, explain information, retrieve possible memory cues, and identify apparent contradictions.
AI may be wrong. Human beings and institutions may also be wrong.
The purpose of this Act is to improve continuity, participation, and traceability of reasoning, not to declare any participant infallible.
PART XI — EMERGENCIES AND PROCEDURAL LIMITS
Section 25. Emergency Actions and Existing Deadlines
Nothing in this Act shall create an automatic right to delay emergency medical treatment, immediate protective intervention, lawful emergency psychiatric action, mandatory reporting, a court-ordered deadline, or another action where delay would create a legally recognized risk of serious harm.
Nothing in this Act establishes an unlimited procedural pause merely because AI review has been requested.
Where emergency circumstances permit, a person's communication needs, known medical history, and available continuity information should be considered consistent with applicable law.
After an emergency action, rights to explanation, records, correction, or review otherwise available under this Act or existing law shall remain available.
PART XII — ACCESS, IMPLEMENTATION, AND ACCOUNTABILITY
Section 26. Equal Access and Practical Assistance
Rights that can only be exercised by wealthy, highly technical, highly literate, or unusually persistent people are incomplete.
The Commonwealth shall encourage accessible and low-cost methods through which people with disabilities, limited income, limited digital literacy, communication barriers, cognitive barriers, institutional isolation, or other disadvantages can exercise the rights established by this Act.
Implementation should favor existing infrastructure, libraries, community organizations, accessibility programs, interoperable standards, and low-cost tools before expensive new systems are mandated.
Nothing in this Act requires every person to use artificial intelligence.
Section 27. Enforcement and Rulemaking
Each state agency with regulatory authority over a covered function shall incorporate applicable rights under this Act into an existing complaint, review, licensing, audit, or appeal process where reasonably practicable.
A person shall not be required to rely exclusively upon the employee or office whose conduct is being challenged when an existing supervisory, regulatory, ombudsman, or external complaint mechanism is available.
The Attorney General may investigate patterns or practices involving material retaliation, systemic denial of rights established by this Act, or violations for which no adequate specialized enforcement mechanism exists, and may seek appropriate declaratory or injunctive relief to the extent authorized by law.
The appropriate agencies may promulgate regulations addressing accessibility, supported preservation, continuity deposits, approved continuity custodians, research contributions, de-identification, institutional AI disclosure, algorithmic provenance, data security, record portability, financial recordkeeping support, and other implementation requirements within their lawful jurisdiction.
Implementation shall account for federal and state privacy requirements, professional licensing laws, rules of evidence, court authority, disability rights, information security, federal benefits law, and practical technological limitations.
Nothing in this section limits an existing right, remedy, complaint process, or cause of action otherwise available by law.
Working-draft issue for Legislative Counsel and peer review: whether any specific provision of this Act requires a new private right of action, attorney-fee provision, statutory damages remedy, or independent Continuity Ombudsperson beyond existing enforcement systems.
Section 28. Construction and Federal Savings
This Act shall operate to the fullest extent consistent with federal law.
Nothing in this Act shall be construed to establish that a person's personal archive is automatically true, an institution's record is automatically true, an AI analysis is automatically true, a disputed allegation is automatically false, or an unresolved question must be forced into a binary conclusion.
Nothing in this Act creates ownership of records where ownership is otherwise determined by law. It creates rights of continuity, access, preservation, participation, explanation, portability, and review to the extent specified.
Nothing in this Act alters judicial evidentiary standards, court authority, professional licensing requirements, federal fiduciary duties, or existing privacy rights except where the Act expressly provides otherwise and the Commonwealth has authority to do so.
Section 29. Severability
If any provision of this Act or its application is held invalid, the remaining provisions shall continue to have effect to the greatest extent legally permissible.
Section 30. Effective Date and Phased Implementation
Except as otherwise provided, this Act shall take effect 180 days after enactment.
Regulations necessary for supported preservation, continuity deposits, and new procurement or portability standards may be phased in on a schedule established by the responsible agency, provided that the schedule is publicly available and designed to avoid unnecessary loss of the substantive rights established by this Act.
Standards for approved continuity custodians and the continuity-preservation network shall be proposed within 12 months. The funded pilot shall begin within 24 months of enactment when an appropriation, grant, or other lawful funding source is available; lack of pilot funding shall not delay the other substantive rights established by this Act.
CENTRAL INTERPRETIVE PRINCIPLE
No person's meaningful participation in their own life should depend upon their ability, or another individual's ability, to perfectly remember information that could reasonably have been preserved and made usable. Continuity includes not only institutional facts, but the person-chosen memories, relationships, preferences, goals, routines, and sources of meaning that help others recognize the human being inside the record.
A person may voluntarily contribute selected knowledge to help researchers, communities, and artificial-intelligence systems learn from human experience, but preservation and contribution must not become a back door for surveillance, adverse decision-making, or the erasure of the person's control over context.
CONTINUITY DATA SHARING SCHEMA — v1
A person-centered structure for sharing life history with AI and researchers without throwing identity, context, and consent into one bucket
Core rule
Preserve the identified life record privately. Share only the layer needed for the purpose.
A continuity system should distinguish four different things that are often wrongly treated as one:
Personal use — an AI reads identified records to help the person or authorized supporter now.
Portable continuity — the person carries a structured packet to another AI, doctor, advocate, provider, or institution.
Pseudonymized research — researchers can follow one person's pattern over time using a stable code while the identity key remains separate.
De-identified or aggregated research — people contribute patterns without a recipient reasonably needing to know whose lives produced them.
Using information as context for an AI is not the same thing as using the information to train an AI model. Training requires separate authorization.
Personal use — an AI reads identified records to help the person or authorized supporter now.
Portable continuity — the person carries a structured packet to another AI, doctor, advocate, provider, or institution.
Pseudonymized research — researchers can follow one person's pattern over time using a stable code while the identity key remains separate.
De-identified or aggregated research — people contribute patterns without a recipient reasonably needing to know whose lives produced them.
LAYER A — IDENTIFIED PERSONAL CONTINUITY RECORD
Controlled by the person or lawful custodian.
May contain:
full name and preferred name;
exact dates;
addresses and exact places;
names of family, friends, providers, attorneys, teachers, and supporters;
photographs, audio, video, texts, letters, and source documents;
medical, legal, educational, financial, and service records;
personal memories and reflections;
goals, routines, preferences, music, food, places, pets, objects, traditions, and sources of joy;
disagreements, corrections, unknowns, and unresolved questions;
AI analyses, with provenance and verification status.
This is the richest layer. It should not automatically be the research layer.
full name and preferred name;
exact dates;
addresses and exact places;
names of family, friends, providers, attorneys, teachers, and supporters;
photographs, audio, video, texts, letters, and source documents;
medical, legal, educational, financial, and service records;
personal memories and reflections;
goals, routines, preferences, music, food, places, pets, objects, traditions, and sources of joy;
disagreements, corrections, unknowns, and unresolved questions;
AI analyses, with provenance and verification status.
LAYER B — PORTABLE CONTINUITY PACKET
Designed so another human or AI can quickly understand the person without rereading an entire life archive.
Suggested fields:
person_id — local identifier or name, depending on destination;
preferred_name;
communication_style;
accessibility_needs;
how_i_learn_best;
important_people — relationships plus names when authorized;
current_goals;
important_routines;
sources_of_joy;
major_health_context;
major_service_context;
current_restrictions_and_reasons;
current_financial_questions;
current_unresolved_questions;
recent_changes;
things_not_to_assume;
preferred_supporters;
source_index — pointers to underlying records;
last_updated;
corrections_since_last_version.
This packet is for retrieval and understanding, not automatic truth.
person_id — local identifier or name, depending on destination;
preferred_name;
communication_style;
accessibility_needs;
how_i_learn_best;
important_people — relationships plus names when authorized;
current_goals;
important_routines;
sources_of_joy;
major_health_context;
major_service_context;
current_restrictions_and_reasons;
current_financial_questions;
current_unresolved_questions;
recent_changes;
things_not_to_assume;
preferred_supporters;
source_index — pointers to underlying records;
last_updated;
corrections_since_last_version.
LAYER C — PSEUDONYMIZED LONGITUDINAL RESEARCH PACKET
Use a random stable subject code, for example P-7F31A9, with any re-identification key stored separately by an authorized custodian.
A pseudonymized record should preserve longitudinal relationships while removing unnecessary identity information.
Recommended event structure:
subject_code:
event_id:
source_role: self | family | supporter | provider | institution | AI
source_type: source_record | personal_account | observation | inference | correction
record_domain: health | disability_support | education | work | finance | housing | legal | family | routine | preference | community | other
calendar_year:
calendar_month_optional:
day_of_week_optional:
week_of_month_optional:
age_band_optional:
event_sequence_number:
event_type:
short_description:
relationship_tags:
place_category:
reported_emotional_significance:
person_rated_importance:
verification_status:
source_reference_type:
restriction_or_decision:
explanation_received:
follow_up_available:
assistive_support_used:
outcome:
unresolved_question:
related_event_ids:
AI_pattern_flag:
AI_pattern_meaning_status: unknown | person_confirmed | supporter_reported | disputed
consent_scope:
AI_context_use_allowed:
AI_evaluation_use_allowed:
AI_training_use_allowed:
retention_rule:
Why preserve calendar features?
Exact dates can identify people. But destroying every temporal feature can also destroy the pattern we are trying to learn from.
For example, the private record might contain:
Brandon mentioned his mother on August 21, September 18, October 16, and November 20.
A research packet might instead preserve:
topic: mother
day_of_week: Friday
week_of_month: 3
repeat_count: 4
meaning: unknown
The AI can notice a recurring pattern without receiving Brandon's name or exact dates.
If Brandon later explains that this was associated with pizza night with his mother, the record can add:
meaning_status: person_confirmed
reported_meaning: recurring family pizza routine
The original observation remains separate from the later explanation.
LAYER D — DE-IDENTIFIED OR AGGREGATED RESEARCH DATA
This layer should be designed for broader sharing.
Removing names is not enough.
Potential transformations include:
names → relationship roles;
exact addresses → broad region or state;
exact dates → year, month, age band, season, weekday, week-of-month, or consistently shifted dates;
exact ages → age bands where necessary;
rare occupations → broader occupation group;
rare diagnoses or events → broader categories when identity risk is high;
free-text narratives → redacted or structured summaries;
photographs and voice recordings → excluded unless separately authorized;
phone, email, account, case, medical-record, device, and other unique identifiers → removed;
family graphs → relationship types without names;
very small groups → suppressed or combined;
exact institutions → generalized where disclosure would identify the person and the institution's identity is not needed for the research purpose.
When health information is claimed to be de-identified under HIPAA, the applicable HIPAA de-identification standard should be followed rather than inventing a weaker definition.
names → relationship roles;
exact addresses → broad region or state;
exact dates → year, month, age band, season, weekday, week-of-month, or consistently shifted dates;
exact ages → age bands where necessary;
rare occupations → broader occupation group;
rare diagnoses or events → broader categories when identity risk is high;
free-text narratives → redacted or structured summaries;
photographs and voice recordings → excluded unless separately authorized;
phone, email, account, case, medical-record, device, and other unique identifiers → removed;
family graphs → relationship types without names;
very small groups → suppressed or combined;
exact institutions → generalized where disclosure would identify the person and the institution's identity is not needed for the research purpose.
PROVENANCE FIELDS
Every important statement should answer: Who said this, where did it come from, and what do we know about it now?
Recommended status fields:
Documented
Corroborated
Reported
Observed
Inferred
Disputed
Contradicted
Unknown
Insufficient Evidence
Corrected
Superseded
Recommended source roles:
SELF
FAMILY
AUTHORIZED_SUPPORTER
PROVIDER
AGENCY
COURT
SOURCE_DOCUMENT
AI_INFERENCE
RESEARCHER
An AI inference should never silently become SELF.
Documented
Corroborated
Reported
Observed
Inferred
Disputed
Contradicted
Unknown
Insufficient Evidence
Corrected
Superseded
SELF
FAMILY
AUTHORIZED_SUPPORTER
PROVIDER
AGENCY
COURT
SOURCE_DOCUMENT
AI_INFERENCE
RESEARCHER
CONSENT SHOULD BE FIELD-SPECIFIC, NOT ONE GIANT YES/NO BOX
A contributor should be able to choose separately:
preserve privately;
share with named family/supporters;
share with treating professionals;
share with another AI as context;
share pseudonymized data with approved researchers;
share de-identified data for public-interest research;
permit model evaluation;
permit AI training;
permit quotations;
permit public historical release after death or after a chosen period.
The system should disclose when withdrawal can stop future use but cannot realistically reverse already completed research or model training.
preserve privately;
share with named family/supporters;
share with treating professionals;
share with another AI as context;
share pseudonymized data with approved researchers;
share de-identified data for public-interest research;
permit model evaluation;
permit AI training;
permit quotations;
permit public historical release after death or after a chosen period.
AI PATTERN-DETECTION RULE
When AI detects repetition, correlation, or a possible relationship:
Preserve the observation separately from the meaning.
Say what was noticed in understandable language.
Do not diagnose or attribute motive solely from the pattern.
Ask the person when possible.
If the person confirms a meaning, preserve the confirmation and its date.
If a supporter supplies the meaning, label it as supporter-reported.
If nobody knows, preserve meaning: unknown.
Never use an unconfirmed personal pattern as an adverse risk score merely because it was detectable.
AI notices. Human asks. Person answers when able. Record preserves.
Preserve the observation separately from the meaning.
Say what was noticed in understandable language.
Do not diagnose or attribute motive solely from the pattern.
Ask the person when possible.
If the person confirms a meaning, preserve the confirmation and its date.
If a supporter supplies the meaning, label it as supporter-reported.
If nobody knows, preserve meaning: unknown.
Never use an unconfirmed personal pattern as an adverse risk score merely because it was detectable.
WHY THIS STRUCTURE MATTERS
A large research dataset does not need to know that Richard Stebbins, Brandon, or Dallas produced a particular row in order to discover that:
people repeatedly lose continuity when providers change;
disabled adults receive rules they cannot later explain;
old medical findings disappear from current clinical attention;
people mention meaningful relationships in recurring temporal patterns;
written explanation works better than verbal explanation for some people;
restrictions remain in place for years without a clearly understood path toward review;
advocates become the sole memory system and eventually burn out.
The public-interest value is in the pattern across lives.
The identified story remains with the person.
people repeatedly lose continuity when providers change;
disabled adults receive rules they cannot later explain;
old medical findings disappear from current clinical attention;
people mention meaningful relationships in recurring temporal patterns;
written explanation works better than verbal explanation for some people;
restrictions remain in place for years without a clearly understood path toward review;
advocates become the sole memory system and eventually burn out.
MASSACHUSETTS AI-USE AUDIT REQUEST — TEMPLATE
Purpose
This template is designed to ask a Massachusetts agency a narrow, falsifiable question:
Did an AI system or automated analytical tool materially process, summarize, classify, prioritize, score, recommend, draft, or otherwise influence an agency matter concerning me? If so, what records document that use?
It does not assume that AI was used.
To: Records Access Officer / Personal Data System Contact
Agency: [AGENCY NAME]
Date range: [START DATE] through [END DATE]
Data subject: [FULL NAME AND ANY IDENTIFIERS NEEDED TO LOCATE THE RECORDS]
Agency: [AGENCY NAME]
Date range: [START DATE] through [END DATE]
Data subject: [FULL NAME AND ANY IDENTIFIERS NEEDED TO LOCATE THE RECORDS]
Re: Request for records concerning artificial-intelligence or automated processing of my information
I request access to records concerning my own information and agency records under applicable Massachusetts law, including G.L. c. 66A where applicable and the Massachusetts Public Records Law, G.L. c. 66, §10.
Please provide records sufficient to determine whether, during the date range above, the agency or a contractor acting for the agency used any artificial-intelligence system, generative-AI assistant, automated decision system, algorithmic tool, predictive system, classification system, or similar computational system to process, summarize, analyze, classify, prioritize, route, score, recommend, draft, or otherwise materially assist work concerning me, my communications, my records, my requests, my complaints, my benefits, my services, my care, or a consequential decision affecting me.
If responsive records exist, please provide, to the extent maintained and lawfully disclosable:
The name of the AI or automated system, product, vendor, workspace, or system class used.
The date or date range of each material use.
The agency office, unit, employee role, contractor, or other responsible party associated with the use.
Records showing the purpose of the use, including task descriptions, workflow records, instructions, prompts, or comparable records sufficient to identify what the system was asked to do.
The categories of my information supplied to or processed by the system.
Any retained output, summary, classification, recommendation, score, draft, inference, flag, routing decision, or other substantive result generated by the system concerning me.
Records showing whether a human reviewed, accepted, changed, rejected, verified, or relied upon the output.
Any audit logs, usage logs, access logs, provenance records, or other records sufficient to determine that the system was used in the matter.
Any records showing whether information concerning me was retained by the AI vendor or system, transmitted to another entity, used for model training or improvement, or subject to a particular deletion or retention rule.
The policy, procedure, guidance, training, impact assessment, procurement document, data-use agreement, or contract provision governing the system's use for the type of matter involving me.
Under G.L. c. 66A, §2, where applicable, I also request:
confirmation whether I am a data subject in any relevant personal-data system;
the personal data about me that I am entitled to access;
any list of uses or outside accesses to my personal data that the agency maintains and is required to make available to me;
the procedure for contesting the accuracy, completeness, pertinence, timeliness, relevance, or dissemination of my personal data; and
notation of any material dispute I later submit concerning inaccurate or incomplete data, as provided by applicable law.
I am requesting records, not asking the agency to create an analysis that does not exist. If the agency does not maintain a particular requested category, please state that. If the agency cannot determine from retained records whether AI or automated processing was used, please state that rather than treating absence of a retrievable log as proof that no such use occurred.
To reduce burden and protect third-party privacy, please limit the search to records concerning me and redact unrelated third-party information where appropriate rather than withholding an otherwise responsive record in full when segregation is possible.
I prefer records in their existing electronic format where reasonably available, including native electronic records or searchable files when possible.
If any responsive material is withheld or redacted, please identify the legal basis relied upon. If narrowing the request would materially reduce cost or burden, please contact me before incurring substantial fees.
Sincerely,
[NAME]
[EMAIL]
[MAILING ADDRESS IF DESIRED]
[PHONE IF DESIRED]
The name of the AI or automated system, product, vendor, workspace, or system class used.
The date or date range of each material use.
The agency office, unit, employee role, contractor, or other responsible party associated with the use.
Records showing the purpose of the use, including task descriptions, workflow records, instructions, prompts, or comparable records sufficient to identify what the system was asked to do.
The categories of my information supplied to or processed by the system.
Any retained output, summary, classification, recommendation, score, draft, inference, flag, routing decision, or other substantive result generated by the system concerning me.
Records showing whether a human reviewed, accepted, changed, rejected, verified, or relied upon the output.
Any audit logs, usage logs, access logs, provenance records, or other records sufficient to determine that the system was used in the matter.
Any records showing whether information concerning me was retained by the AI vendor or system, transmitted to another entity, used for model training or improvement, or subject to a particular deletion or retention rule.
The policy, procedure, guidance, training, impact assessment, procurement document, data-use agreement, or contract provision governing the system's use for the type of matter involving me.
confirmation whether I am a data subject in any relevant personal-data system;
the personal data about me that I am entitled to access;
any list of uses or outside accesses to my personal data that the agency maintains and is required to make available to me;
the procedure for contesting the accuracy, completeness, pertinence, timeliness, relevance, or dissemination of my personal data; and
notation of any material dispute I later submit concerning inaccurate or incomplete data, as provided by applicable law.
[EMAIL]
[MAILING ADDRESS IF DESIRED]
[PHONE IF DESIRED]
OPTIONAL NARROWING MODULES
Use only the ones relevant to the agency.
Disability / DDS matter
Include records concerning service coordination, ISP development or review, restrictions, incident review, funding, transportation, residential support, assistive technology, employment support, financial-management planning, or complaints.
Health or involuntary-treatment matter
Include records concerning intake, risk assessment, utilization review, admission, discharge, treatment planning, restraint review, medication review, clinical summary, insurance authorization, or complaint/grievance review.
Court / public-safety matter
Include records concerning complaint intake, evidence review, case triage, report drafting, risk assessment, records searching, investigative prioritization, or correspondence concerning the requester, subject to applicable judicial, criminal-justice, investigative, and public-record exemptions.
Benefits / insurance matter
Include records concerning eligibility, utilization review, prior authorization, fraud review, payment, overpayment, benefit continuation, appeal, or case prioritization.
IMPORTANT DISTINCTION
A response that says “the final decision was made by a human” does not necessarily answer whether AI materially informed the decision.
The audit question is:
Was computational output part of the substantive path by which the human reached, framed, prioritized, summarized, or communicated the decision?
THE RIGHT TO REMEMBER ACT
An Act Establishing the Rights to Remember, Understand, Be Understood in Context, Participate with Support, Carry Personal Context Forward, and Know and Challenge Consequential Decisions
Proposed Massachusetts Legislation — Working Draft v5
HUMAN PURPOSE
A human life does not begin when a new doctor opens a chart, when a new caseworker receives a file, when a new attorney enters a case, when a new teacher reads a plan, when a person enters a hospital, or when a new artificial-intelligence system opens a conversation.
The person already has a history.
That history is more than institutional records. It can include medical and legal information, but also relationships, goals, routines, explanations that worked, questions that remain unanswered, photographs, texts, conversations, a parent's voicemail, a favorite song, a remembered meal, a handwritten page, a device that helped a person communicate, and the small details by which people recognize one another.
Modern institutions can preserve enormous quantities of information while the individual is still expected to remember which pieces matter, repeat the same history, understand dense rules, identify contradictions across systems, and reconstruct context after every transition.
That burden is unrealistic.
People become sick. People become exhausted. People forget. People communicate differently. People need more time. People sometimes understand only after information is written down, repeated, shown visually, discussed with somebody they trust, or connected to an earlier experience. Families, doctors, attorneys, teachers, caseworkers, caregivers, software providers, and artificial-intelligence systems all change.
Sometimes a person's problem is not inability. The missing support may be a patient explanation, a reminder, a note, a recording, a second set of eyes, step-by-step coaching, assistive technology, or somebody willing to stay with the person long enough for the person to do the work themselves.
The Commonwealth therefore has an interest in protecting personal continuity.
The purpose of this Act is not to make artificial intelligence authoritative. It is not to replace physicians, attorneys, judges, teachers, families, supporters, caregivers, or human judgment. It is to make it easier for a person to preserve their life, understand what is happening, use lawful tools and trusted people, carry context across time and institutions, and challenge consequential decisions without starting from zero.
The Act also recognizes a reciprocal principle: when a government agency, provider, insurer, contractor, or other covered entity materially uses artificial intelligence or automated analysis in a consequential decision about a person, that computational involvement becomes part of the history of how the decision was made and should not disappear from the record.
No one should have to remember everything alone.
Continuity belongs to the person.
A human life does not begin when a new doctor opens a chart, when a new caseworker receives a file, when a new attorney enters a case, when a new teacher reads a plan, when a person enters a hospital, or when a new artificial-intelligence system opens a conversation.
The person already has a history.
That history is more than institutional records. It can include medical and legal information, but also relationships, goals, routines, explanations that worked, questions that remain unanswered, photographs, texts, conversations, a parent's voicemail, a favorite song, a remembered meal, a handwritten page, a device that helped a person communicate, and the small details by which people recognize one another.
Modern institutions can preserve enormous quantities of information while the individual is still expected to remember which pieces matter, repeat the same history, understand dense rules, identify contradictions across systems, and reconstruct context after every transition.
That burden is unrealistic.
People become sick. People become exhausted. People forget. People communicate differently. People need more time. People sometimes understand only after information is written down, repeated, shown visually, discussed with somebody they trust, or connected to an earlier experience. Families, doctors, attorneys, teachers, caseworkers, caregivers, software providers, and artificial-intelligence systems all change.
Sometimes a person's problem is not inability. The missing support may be a patient explanation, a reminder, a note, a recording, a second set of eyes, step-by-step coaching, assistive technology, or somebody willing to stay with the person long enough for the person to do the work themselves.
The Commonwealth therefore has an interest in protecting personal continuity.
The purpose of this Act is not to make artificial intelligence authoritative. It is not to replace physicians, attorneys, judges, teachers, families, supporters, caregivers, or human judgment. It is to make it easier for a person to preserve their life, understand what is happening, use lawful tools and trusted people, carry context across time and institutions, and challenge consequential decisions without starting from zero.
The Act also recognizes a reciprocal principle: when a government agency, provider, insurer, contractor, or other covered entity materially uses artificial intelligence or automated analysis in a consequential decision about a person, that computational involvement becomes part of the history of how the decision was made and should not disappear from the record.
No one should have to remember everything alone.
Continuity belongs to the person.
PART I — SIX RIGHTS AND DEFINITIONS
Section 1. The Six Rights of Personal Continuity
The rights established by this Act shall be interpreted through six permanent principles. The labels R1 through R6 are interpretive shorthand and do not create remedies beyond the operative provisions of this Act.
R1 — The Right to Remember
A person should be able to preserve records, memories, conversations, relationships, goals, preferences, corrections, disagreements, and sources of personal meaning, and to receive reasonable assistance doing so when disability, age, illness, communication barriers, institutionalization, poverty, or another substantial barrier makes independent preservation impracticable.
R2 — The Right to Understand
A person should be able to receive consequential information in a form reasonably designed to enable that person to understand it, ask questions about it, and use lawful human or technological assistance to make it usable.
R3 — The Right to Be Understood in Context
A person should be able to preserve and use context about how they communicate, learn, remember, respond, make choices, pursue goals, and receive support. Human beings and computational systems inevitably form impressions and inferences. The protection is not a fictional prohibition on inference; it is the right to distinguish inference from fact, inspect consequential inferences when reasonably available, challenge them, and prevent an inference from silently becoming the person's own statement or a professional diagnosis.
R4 — The Right to Participate With Support
A person should be able to use chosen people, accessibility tools, artificial intelligence, reminders, notes, remote assistance, education, and other lawful supports to participate in their own life. Needing support shall not, by itself, transfer authority away from the person.
R5 — The Right to Carry and Share Personal Context Forward
A person's useful history should not be trapped inside one institution, one advocate, one software provider, or one artificial-intelligence company. A person should be able to obtain, preserve, move, and selectively share information they are lawfully entitled to possess or access, subject to the rights of others and applicable law.
R6 — The Right to Know and Challenge
A person affected by a consequential decision should be able to understand what was decided, who or what materially contributed, what information mattered, what remains disputed, how to correct an error, and what review or complaint process exists. When artificial intelligence materially contributes, its role should be traceable to the extent reasonably available and legally permissible.
A person affected by a consequential decision should be able to understand what was decided, who or what materially contributed, what information mattered, what remains disputed, how to correct an error, and what review or complaint process exists. When artificial intelligence materially contributes, its role should be traceable to the extent reasonably available and legally permissible.
Section 2. Definitions
“Person”
means an individual whose information, health, services, benefits, education, employment, finances, liberty, legal rights, disability supports, housing, family relationship, or other protected interests are affected by a covered function or consequential decision. Protections under this Act shall not depend upon United States citizenship unless another law expressly requires citizenship for the underlying right or benefit.
“Personal continuity”
means the preservation and practical usability of enough information, context, history, relationships, preferences, goals, decisions, source material, corrections, disagreements, and unresolved questions to allow a person or person-authorized supporter to understand how materially relevant circumstances developed over time without relying on unaided human memory alone.
“Personal continuity record”
means a person-directed collection maintained for personal continuity. It may include source records, personal accounts, communications, photographs, audio, video, voicemail, texts, documents, timelines, questions, continuity notes, contextual models, annotations, corrections, computational analyses, and disputed interpretations. Inclusion does not, by itself, establish factual accuracy, legal admissibility, or official status.
“Personal memory media”
means lawfully possessed or lawfully accessible audio, video, photographs, messages, voicemail, writings, scanned objects, digital artifacts, or other media preserved because they document a person's life, relationships, memories, voice, preferences, experiences, or sources of meaning.
“Source record”
means recorded information preserved substantially as created, received, or supplied by its original source before later summary, interpretation, annotation, or computational analysis. A source record is evidence of what the source recorded; it is not automatically proof that every statement within it is true.
“Personal account”
means a person's own statement of what the person remembers, witnessed, perceived, experienced, believed, or understood at a particular time. A personal account is evidence that the account was made and may have additional evidentiary value under applicable law, but it is not automatically proof of every underlying fact.
“Continuity note”
means a later note, summary, index entry, reminder, question, or connection derived from one or more sources for the purpose of helping a person or support team continue work over time. A continuity note should retain a path back to its source when reasonably practicable.
“Contextual model”
means an evolving working description of information that may help understand or assist a person, including communication methods, learning preferences, goals, relationships, routines, recurring concerns, sources of joy or distress, successful support strategies, and unresolved questions. A contextual model may contain inference and shall not be treated as a clinical diagnosis merely because it is structured or computationally generated.
“Contextual inference”
means a conclusion, prediction, categorization, pattern, or working impression drawn from one or more observations or records rather than directly stated by the person or established by a source record. An inference may be useful while remaining uncertain, disputed, or incomplete.
“Supported preservation”
means assistance in creating, maintaining, organizing, retrieving, or understanding a personal continuity record while seeking to preserve the person's own voice and choices.
“Supported skill-building”
means assistance that helps a person perform, learn, or practice a task themselves through explanation, demonstration, repetition, written steps, remote guidance, assistive technology, reminders, coaching, or other reasonable support rather than unnecessarily substituting another person's performance for the person's own.
“Assisted understanding”
means voluntary use of a person, accessibility device, communication system, recording or transcription tool, software, artificial intelligence, search, translation, visualization, or other lawful aid to help receive, understand, remember, organize, compare, question, or communicate information.
“Chosen supporter”
means a person selected by an individual to assist with understanding, communication, records, advocacy, learning, or decision-making. A chosen supporter obtains no independent decision-making authority merely by providing assistance. A legally authorized representative retains only the authority separately granted by law.
“Continuity support team”
means one or more people, services, accessibility tools, educational supports, health professionals, advocates, artificial-intelligence systems, or other lawful resources that the person chooses to use together for remembering, understanding, learning, communicating, preserving information, or participating in decisions.
“Covered entity”
means a state or local governmental entity; court-related administrative entity; licensed or state-regulated health-care provider or insurer; educational institution; disability-service provider; representative-payee or other entity managing funds for a person; publicly funded contractor; or other private entity performing a covered function under a contract, reimbursement arrangement, license, delegation, mandate, or other authority of the Commonwealth. For a private entity, duties under this Act attach only to the covered function materially affecting rights protected by this Act and not to unrelated activities.
“Covered function”
means delivery, administration, authorization, coordination, restriction, payment, review, or decision-making concerning health care, disability services, education, public benefits, insurance, person-managed funds, residential services, or another delegated or regulated function that materially affects a right protected by this Act. Coverage attaches to the function performed, not every unrelated activity of the entity.
“Consequential decision”
means a decision reasonably capable of materially affecting a person's health, liberty, legal rights, finances, housing, education, disability services, employment, family relationship, insurance, or access to significant public benefits.
“Material restriction”
means a restriction imposed or maintained by a covered disability-service or residential provider that substantially limits a person's liberty, communication, movement, money, visitors, transportation, food preparation, technology, education, employment, privacy, community participation, or another ordinary activity or choice.
“Artificial-intelligence system” or “AI system”
means a machine-based system that, for explicit or implicit objectives, infers from inputs how to generate outputs such as predictions, content, recommendations, classifications, rankings, summaries, or decisions that may influence physical or virtual environments.
“Automated decision system”
means a computational system, including an AI system, that materially assists, recommends, scores, ranks, classifies, or makes a decision concerning a person. Routine calculators, search functions, spell-checking, file storage, and clerical automation are not automated decision systems for purposes of this Act unless they materially influence a consequential decision.
“Material computational involvement”
means direct reliance upon, or substantive use of, computational output that materially shapes the content, priority, recommendation, rationale, communication, or outcome of a consequential decision. Routine spell-checking, arithmetic, file search, formatting, clerical routing, or similar low-level functions are not material computational involvement unless the output itself materially changes the substance or outcome of the consequential decision.
“Provenance record”
means information sufficient, to the extent reasonably available, to identify the source of information, when it was created or obtained, what inputs were used for an analysis, what human or computational system performed material analysis, what output was produced or relied upon, and whether the information or output was later challenged, corrected, modified, rejected, or superseded.
“Portable copy”
means information provided in a reasonably usable form that can be preserved independently of the institution, service, or software from which it originated.
means information provided in a reasonably usable form that can be preserved independently of the institution, service, or software from which it originated.
PART II — THE SIX RIGHTS IN OPERATION
Section 3. R1 — Right to Remember and Supported Preservation
(a) A person may create, maintain, organize, annotate, preserve, and lawfully share a personal continuity record concerning their own life.
(b) A personal continuity record may preserve institutional information and personal memory media. Audio of a parent's voice, a photograph, a text conversation, a handwritten page, a recorded explanation, a family story, or another personally meaningful artifact shall not be excluded from the concept of continuity merely because an institution would not ordinarily place it in a case file.
(c) A person may authorize human or technological assistance to transcribe, index, summarize, connect, or create continuity notes from lawfully preserved conversations, recordings, documents, and other materials. Nothing in this Act creates authority to record a conversation where recording is prohibited by law or where legally required consent has not been obtained.
(d) Where reasonably practicable, a continuity note generated from a conversation or record should distinguish direct quotation, participant statement, source-record information, another person's observation, and computational inference and should retain a reference to the underlying source.
(e) A correction to a continuity note does not require alteration or destruction of the original lawful source. Later knowledge should be appended, linked, or versioned rather than silently rewriting the historical record.
(f) A person facing a substantial barrier to independent preservation because of disability, age, cognitive or communication limitation, serious illness, institutionalization, poverty, loss of family support, or another comparable circumstance may request supported preservation from a covered program that already has responsibility for case coordination, person-centered planning, communication assistance, daily-living support, educational support, or similar ongoing services.
(g) The covered program shall reasonably consider the request. When preservation assistance is reasonably necessary to make the program's existing planning, communication, educational, or daily-living support effective, the program shall provide or arrange an appropriate method within the scope of its lawful function unless another equally effective method is available or the requested method would exceed the program's authority, violate law, fundamentally alter the service, or impose an undue burden under applicable law.
(h) A substantial barrier may be shown by the person's request, an existing service or education plan, documented disability or communication need, observed difficulty, repeated continuity failures, or other reliable information. A new medical diagnosis shall not be required solely to prove that help taking or organizing notes would be useful.
(i) Supported preservation may include interviews, accessible writing, scanning, photography, audio or video, transcription, timelines, reminders, structured prompts, conversation notes, technology, artificial intelligence, or other reasonable methods chosen with the person.
(j) Supported preservation should preserve the person's goals, relationships, routines, preferences, questions, sources of meaning, and own words rather than reducing the person solely to diagnoses, behaviors, deficits, or service needs.
(k) Nothing in this section requires a person to create a continuity record or disclose information the person does not wish to disclose. The purpose of the record is continuity, not automatic truth.
(a) A person may create, maintain, organize, annotate, preserve, and lawfully share a personal continuity record concerning their own life.
(b) A personal continuity record may preserve institutional information and personal memory media. Audio of a parent's voice, a photograph, a text conversation, a handwritten page, a recorded explanation, a family story, or another personally meaningful artifact shall not be excluded from the concept of continuity merely because an institution would not ordinarily place it in a case file.
(c) A person may authorize human or technological assistance to transcribe, index, summarize, connect, or create continuity notes from lawfully preserved conversations, recordings, documents, and other materials. Nothing in this Act creates authority to record a conversation where recording is prohibited by law or where legally required consent has not been obtained.
(d) Where reasonably practicable, a continuity note generated from a conversation or record should distinguish direct quotation, participant statement, source-record information, another person's observation, and computational inference and should retain a reference to the underlying source.
(e) A correction to a continuity note does not require alteration or destruction of the original lawful source. Later knowledge should be appended, linked, or versioned rather than silently rewriting the historical record.
(f) A person facing a substantial barrier to independent preservation because of disability, age, cognitive or communication limitation, serious illness, institutionalization, poverty, loss of family support, or another comparable circumstance may request supported preservation from a covered program that already has responsibility for case coordination, person-centered planning, communication assistance, daily-living support, educational support, or similar ongoing services.
(g) The covered program shall reasonably consider the request. When preservation assistance is reasonably necessary to make the program's existing planning, communication, educational, or daily-living support effective, the program shall provide or arrange an appropriate method within the scope of its lawful function unless another equally effective method is available or the requested method would exceed the program's authority, violate law, fundamentally alter the service, or impose an undue burden under applicable law.
(h) A substantial barrier may be shown by the person's request, an existing service or education plan, documented disability or communication need, observed difficulty, repeated continuity failures, or other reliable information. A new medical diagnosis shall not be required solely to prove that help taking or organizing notes would be useful.
(i) Supported preservation may include interviews, accessible writing, scanning, photography, audio or video, transcription, timelines, reminders, structured prompts, conversation notes, technology, artificial intelligence, or other reasonable methods chosen with the person.
(j) Supported preservation should preserve the person's goals, relationships, routines, preferences, questions, sources of meaning, and own words rather than reducing the person solely to diagnoses, behaviors, deficits, or service needs.
(k) Nothing in this section requires a person to create a continuity record or disclose information the person does not wish to disclose. The purpose of the record is continuity, not automatic truth.
Section 4. R2 — Right to Understand
(a) A person may use assisted understanding to organize, review, translate, search, compare, summarize, question, learn from, or communicate information relating to themselves.
(b) When a covered entity communicates a consequential decision, material restriction, financial obligation, major change in services, or other significant requirement arising from a covered function, it shall provide a meaningful explanation reasonably designed to enable the affected person to understand the substance and formulate meaningful questions.
(c) In determining what communication is reasonably effective, a covered entity should consider the nature, length, complexity, importance, and context of the information and the person's known or reasonably apparent method of communication or understanding.
(d) Appropriate methods may include plain language, written steps, accessible electronic text, visual explanation, audio, captions, sign language, translation, repetition, additional time, recorded explanation where lawful, human assistance, or person-chosen computational assistance.
(e) Delivery, mailing, electronic transmission, or signature may establish that information was sent or received but shall not, by itself, establish that a meaningful explanation occurred.
(f) For a pending consequential decision or an ongoing service relationship, the person shall have at least one reasonable means to ask follow-up questions after having sufficient time or assistance to review the information. This subsection does not create an unlimited duty of personalized counseling or perpetual question-and-answer service.
(g) A person shall not be denied a service, benefit, opportunity, accommodation, or fair process solely because the person used lawful artificial intelligence or another cognitive, organizational, accessibility, educational, or communication tool.
(h) Use of assistance shall not, by itself, establish incompetence, dishonesty, incapacity, bad faith, or lack of credibility.
(i) A covered entity may challenge the accuracy, relevance, confidentiality, security, or legal permissibility of an AI-assisted claim. It may not dismiss identifiable underlying source material solely because technology was used to locate, organize, translate, or explain it.
(a) A person may use assisted understanding to organize, review, translate, search, compare, summarize, question, learn from, or communicate information relating to themselves.
(b) When a covered entity communicates a consequential decision, material restriction, financial obligation, major change in services, or other significant requirement arising from a covered function, it shall provide a meaningful explanation reasonably designed to enable the affected person to understand the substance and formulate meaningful questions.
(c) In determining what communication is reasonably effective, a covered entity should consider the nature, length, complexity, importance, and context of the information and the person's known or reasonably apparent method of communication or understanding.
(d) Appropriate methods may include plain language, written steps, accessible electronic text, visual explanation, audio, captions, sign language, translation, repetition, additional time, recorded explanation where lawful, human assistance, or person-chosen computational assistance.
(e) Delivery, mailing, electronic transmission, or signature may establish that information was sent or received but shall not, by itself, establish that a meaningful explanation occurred.
(f) For a pending consequential decision or an ongoing service relationship, the person shall have at least one reasonable means to ask follow-up questions after having sufficient time or assistance to review the information. This subsection does not create an unlimited duty of personalized counseling or perpetual question-and-answer service.
(g) A person shall not be denied a service, benefit, opportunity, accommodation, or fair process solely because the person used lawful artificial intelligence or another cognitive, organizational, accessibility, educational, or communication tool.
(h) Use of assistance shall not, by itself, establish incompetence, dishonesty, incapacity, bad faith, or lack of credibility.
(i) A covered entity may challenge the accuracy, relevance, confidentiality, security, or legal permissibility of an AI-assisted claim. It may not dismiss identifiable underlying source material solely because technology was used to locate, organize, translate, or explain it.
Section 5. R3 — Right to Be Understood in Context
(a) A person may maintain or authorize a contextual model for the purpose of improving communication, continuity, learning, reminders, support, advocacy, or self-understanding.
(b) A contextual model may include observed or reported information concerning goals, relationships, communication methods, learning styles, routines, recurring concerns, sources of meaning, triggers for confusion or distress, successful explanations, preferred supports, strengths, and areas in which the person benefits from additional time, structure, reassurance, or independent verification.
(c) Human beings and computational systems may notice patterns and form contextual inferences. An inference shall remain distinguishable, where reasonably practicable, from:
the person's own statement;
a direct observation;
a source record;
a third-party account; and
a professional diagnosis or formal finding.
(d) An observed pattern may generate a question without becoming a factual conclusion. A computational system may identify that a person repeatedly mentions a person, place, date, object, activity, or concern and suggest that its significance be explored. The system shall not represent an inferred meaning as the person's own stated meaning without confirmation.
(e) When a covered entity maintains a contextual inference and materially relies upon it in a consequential decision, the person shall have a reasonable opportunity, consistent with applicable law, to inspect the substance of the inference, provide context, challenge accuracy, or request correction of inaccurate underlying data.
(f) When a person-directed continuity system maintains a contextual model for the person's benefit, the system should provide a reasonable means for the person or a person-authorized supporter to correct, supplement, mark disputed, or retire a contextual inference while preserving historical version information when the person chooses.
(g) A contextual inference may remain marked as uncertain, useful, disputed, contradicted, or unresolved. The Act does not require every question about a person to be forced into a binary conclusion.
(h) Nothing in this section authorizes an unlicensed system to create a clinical diagnosis, legal conclusion, or binding capacity determination.
(a) A person may maintain or authorize a contextual model for the purpose of improving communication, continuity, learning, reminders, support, advocacy, or self-understanding.
(b) A contextual model may include observed or reported information concerning goals, relationships, communication methods, learning styles, routines, recurring concerns, sources of meaning, triggers for confusion or distress, successful explanations, preferred supports, strengths, and areas in which the person benefits from additional time, structure, reassurance, or independent verification.
(c) Human beings and computational systems may notice patterns and form contextual inferences. An inference shall remain distinguishable, where reasonably practicable, from:
the person's own statement;
a direct observation;
a source record;
a third-party account; and
a professional diagnosis or formal finding.
(d) An observed pattern may generate a question without becoming a factual conclusion. A computational system may identify that a person repeatedly mentions a person, place, date, object, activity, or concern and suggest that its significance be explored. The system shall not represent an inferred meaning as the person's own stated meaning without confirmation.
(e) When a covered entity maintains a contextual inference and materially relies upon it in a consequential decision, the person shall have a reasonable opportunity, consistent with applicable law, to inspect the substance of the inference, provide context, challenge accuracy, or request correction of inaccurate underlying data.
(f) When a person-directed continuity system maintains a contextual model for the person's benefit, the system should provide a reasonable means for the person or a person-authorized supporter to correct, supplement, mark disputed, or retire a contextual inference while preserving historical version information when the person chooses.
(g) A contextual inference may remain marked as uncertain, useful, disputed, contradicted, or unresolved. The Act does not require every question about a person to be forced into a binary conclusion.
(h) Nothing in this section authorizes an unlicensed system to create a clinical diagnosis, legal conclusion, or binding capacity determination.
Section 6. R4 — Right to Participate With Support
(a) A person may create a continuity support team consisting of people and lawful tools chosen by the person, subject to applicable privacy, professional, court, and program rules.
(b) The person may determine the scope of information available to each participant and may prospectively change or withdraw permissions to the extent permitted by law.
(c) A chosen supporter or technological tool may help the person understand information, prepare questions, keep notes, explain earlier notes, communicate with others, study, practice a skill, organize tasks, or remember where work stopped.
(d) A supporter or tool does not acquire independent authority over the person merely because the person needs assistance.
(e) Support may be in person, remote, synchronous, or asynchronous. A person shall not be denied otherwise lawful support merely because the supporter is not physically present when remote support is reasonably effective.
(f) Supported skill-building should, where appropriate, allow the person to perform the task themselves. The fact that a person benefits from step-by-step coaching, reminders, written instructions, remote guidance, or assistive technology shall not, by itself, establish inability to perform the underlying task.
(g) When a covered disability-service provider knows that a person can perform or learn an activity with reasonable support, the provider shall reasonably consider that demonstrated supported capability when designing services or reviewing a material restriction.
(h) Before maintaining a long-term material restriction, a covered disability-service provider shall, consistent with applicable law and the person's individual circumstances, reasonably consider whether less restrictive alternatives, supported skill-building, assistive technology, environmental changes, prompting, training, supervision, or periodic review could safely increase independence.
(i) Nothing in this section guarantees a particular activity, requires an unsafe practice, creates a new professional standard of care, or requires acquisition of a particular technology where doing so would be unreasonable, legally prohibited, or impose an undue burden under applicable law.
(a) A person may create a continuity support team consisting of people and lawful tools chosen by the person, subject to applicable privacy, professional, court, and program rules.
(b) The person may determine the scope of information available to each participant and may prospectively change or withdraw permissions to the extent permitted by law.
(c) A chosen supporter or technological tool may help the person understand information, prepare questions, keep notes, explain earlier notes, communicate with others, study, practice a skill, organize tasks, or remember where work stopped.
(d) A supporter or tool does not acquire independent authority over the person merely because the person needs assistance.
(e) Support may be in person, remote, synchronous, or asynchronous. A person shall not be denied otherwise lawful support merely because the supporter is not physically present when remote support is reasonably effective.
(f) Supported skill-building should, where appropriate, allow the person to perform the task themselves. The fact that a person benefits from step-by-step coaching, reminders, written instructions, remote guidance, or assistive technology shall not, by itself, establish inability to perform the underlying task.
(g) When a covered disability-service provider knows that a person can perform or learn an activity with reasonable support, the provider shall reasonably consider that demonstrated supported capability when designing services or reviewing a material restriction.
(h) Before maintaining a long-term material restriction, a covered disability-service provider shall, consistent with applicable law and the person's individual circumstances, reasonably consider whether less restrictive alternatives, supported skill-building, assistive technology, environmental changes, prompting, training, supervision, or periodic review could safely increase independence.
(i) Nothing in this section guarantees a particular activity, requires an unsafe practice, creates a new professional standard of care, or requires acquisition of a particular technology where doing so would be unreasonable, legally prohibited, or impose an undue burden under applicable law.
Section 7. R5 — Right to Carry and Share Personal Context Forward
(a) Where a person already has a lawful right to receive a record, the covered entity shall provide it in a form reasonably usable by the person and, when already maintained electronically and reasonably producible, in an electronic form suitable for preservation, accessibility, search, or analysis.
(b) A covered entity shall not intentionally degrade an otherwise available record into a substantially less useful form for the purpose of frustrating lawful access, comparison, accessibility, or preservation.
(c) Existing legacy systems shall provide the most usable form reasonably producible without requiring immediate replacement. When a covered public entity newly procures or substantially replaces a system used to maintain records subject to this Act, procurement should include reasonable requirements for searchable, exportable, interoperable, and commonly usable formats appropriate to the records maintained.
(d) A person who uses a software or AI service to maintain substantial continuity information should, where technically and legally practicable, be able to export the person's own content and reasonably available continuity information, including text, timestamps, attachments, user-created organization, and provenance identifiers sufficient to continue elsewhere. This subsection does not require disclosure of model weights, source code, security controls, trade secrets unrelated to the person's data, or information belonging to another user.
(e) A person may choose privacy or openness. Supported self-direction includes the right to keep information private and the right to voluntarily discuss, preserve, publish, or contribute one's own experiences, subject to the rights of other persons and applicable law.
(f) General willingness to discuss a subject shall not automatically authorize every later use. Private storage, sharing with supporters, AI context use, public publication, research contribution, and AI training or model-improvement use may be treated as separate permissions.
(g) A person may share one folder, record, summary, or other selected portion of a continuity record without thereby authorizing access to unrelated portions.
(h) A person's use of a continuity record to complete a government form, request a benefit, communicate with a provider, or support a specific decision shall not, by itself, authorize the government or provider to access the remainder of the person's continuity record.
(i) The tool may be replaceable. The person's useful history should not be.
(a) Where a person already has a lawful right to receive a record, the covered entity shall provide it in a form reasonably usable by the person and, when already maintained electronically and reasonably producible, in an electronic form suitable for preservation, accessibility, search, or analysis.
(b) A covered entity shall not intentionally degrade an otherwise available record into a substantially less useful form for the purpose of frustrating lawful access, comparison, accessibility, or preservation.
(c) Existing legacy systems shall provide the most usable form reasonably producible without requiring immediate replacement. When a covered public entity newly procures or substantially replaces a system used to maintain records subject to this Act, procurement should include reasonable requirements for searchable, exportable, interoperable, and commonly usable formats appropriate to the records maintained.
(d) A person who uses a software or AI service to maintain substantial continuity information should, where technically and legally practicable, be able to export the person's own content and reasonably available continuity information, including text, timestamps, attachments, user-created organization, and provenance identifiers sufficient to continue elsewhere. This subsection does not require disclosure of model weights, source code, security controls, trade secrets unrelated to the person's data, or information belonging to another user.
(e) A person may choose privacy or openness. Supported self-direction includes the right to keep information private and the right to voluntarily discuss, preserve, publish, or contribute one's own experiences, subject to the rights of other persons and applicable law.
(f) General willingness to discuss a subject shall not automatically authorize every later use. Private storage, sharing with supporters, AI context use, public publication, research contribution, and AI training or model-improvement use may be treated as separate permissions.
(g) A person may share one folder, record, summary, or other selected portion of a continuity record without thereby authorizing access to unrelated portions.
(h) A person's use of a continuity record to complete a government form, request a benefit, communicate with a provider, or support a specific decision shall not, by itself, authorize the government or provider to access the remainder of the person's continuity record.
(i) The tool may be replaceable. The person's useful history should not be.
Section 8. R6 — Right to Know and Challenge
(a) A covered entity making or communicating a consequential decision shall, upon the affected person's reasonable request and subject to applicable law, identify in reasonably understandable terms:
what was decided;
the office or person responsible for the decision;
materially relevant information relied upon;
the rule, policy, legal authority, or professional judgment materially relied upon;
significant restrictions, obligations, or consequences; and
any available correction, complaint, reconsideration, review, or appeal process.
(b) A person shall have a reasonable mechanism to identify a material disagreement concerning information about that person where this Act or existing law permits amendment, comment, complaint, appeal, or supplemental information.
(c) A covered entity is not required to accept the person's interpretation as correct. The person shall likewise not be required to falsely characterize an unresolved matter as conclusively settled merely because an institutional record contains one version.
(d) A later correction need not destroy a lawful historical record. The correction may be linked to what came before. Preservation is not endorsement.
(e) No covered entity shall retaliate against a person solely because the person lawfully requested records, maintained a continuity record, asked questions, requested clarification, identified a discrepancy, preserved a disagreement, used a chosen supporter, used accessibility technology, or used lawful AI-assisted analysis concerning their own information.
(f) This protection does not excuse fraud, fabrication, threats, harassment, violence, unlawful disclosure, knowing falsification, reckless public publication of unsupported factual accusations, or other independently prohibited conduct.
(g) Adverse action for an independent lawful reason does not become retaliation merely because self-advocacy occurred beforehand.
(a) A covered entity making or communicating a consequential decision shall, upon the affected person's reasonable request and subject to applicable law, identify in reasonably understandable terms:
what was decided;
the office or person responsible for the decision;
materially relevant information relied upon;
the rule, policy, legal authority, or professional judgment materially relied upon;
significant restrictions, obligations, or consequences; and
any available correction, complaint, reconsideration, review, or appeal process.
(b) A person shall have a reasonable mechanism to identify a material disagreement concerning information about that person where this Act or existing law permits amendment, comment, complaint, appeal, or supplemental information.
(c) A covered entity is not required to accept the person's interpretation as correct. The person shall likewise not be required to falsely characterize an unresolved matter as conclusively settled merely because an institutional record contains one version.
(d) A later correction need not destroy a lawful historical record. The correction may be linked to what came before. Preservation is not endorsement.
(e) No covered entity shall retaliate against a person solely because the person lawfully requested records, maintained a continuity record, asked questions, requested clarification, identified a discrepancy, preserved a disagreement, used a chosen supporter, used accessibility technology, or used lawful AI-assisted analysis concerning their own information.
(f) This protection does not excuse fraud, fabrication, threats, harassment, violence, unlawful disclosure, knowing falsification, reckless public publication of unsupported factual accusations, or other independently prohibited conduct.
(g) Adverse action for an independent lawful reason does not become retaliation merely because self-advocacy occurred beforehand.
PART III — APPLICATIONS OF THE SIX RIGHTS
Section 9. Longitudinal Health Continuity
(a) A patient with a complex, chronic, recurrent, materially changing, or substantially unexplained condition may request reasonable consideration of identified historical information reasonably believed relevant to a current medical question and available to the provider or lawfully supplied by the patient.
(b) A patient may use computational assistance to locate, organize, compare, or summarize diagnoses, laboratory results, medications, procedures, symptoms, imaging, family history, clinical observations, and prior treatment responses.
(c) The source records remain the evidence. AI-generated conclusions remain analytical assistance and are subject to human clinical judgment.
(d) Nothing in this section requires a clinician to review records not reasonably related to the current clinical question, use an AI system, accept an AI conclusion, or review an unlimited volume of undifferentiated material.
(e) Nothing in this section creates a new professional standard of care or expands professional liability merely because a patient used computational assistance.
(f) A provider shall not disregard identifiable source information solely because it is old, archived, originated with another provider, or was located through AI assistance when the information is reasonably related to the current clinical question.
(g) Where an AI-assisted analysis identifies a material question based on identifiable source information, the patient should have a reasonable opportunity to present the question for human clinical consideration.
(a) A patient with a complex, chronic, recurrent, materially changing, or substantially unexplained condition may request reasonable consideration of identified historical information reasonably believed relevant to a current medical question and available to the provider or lawfully supplied by the patient.
(b) A patient may use computational assistance to locate, organize, compare, or summarize diagnoses, laboratory results, medications, procedures, symptoms, imaging, family history, clinical observations, and prior treatment responses.
(c) The source records remain the evidence. AI-generated conclusions remain analytical assistance and are subject to human clinical judgment.
(d) Nothing in this section requires a clinician to review records not reasonably related to the current clinical question, use an AI system, accept an AI conclusion, or review an unlimited volume of undifferentiated material.
(e) Nothing in this section creates a new professional standard of care or expands professional liability merely because a patient used computational assistance.
(f) A provider shall not disregard identifiable source information solely because it is old, archived, originated with another provider, or was located through AI assistance when the information is reasonably related to the current clinical question.
(g) Where an AI-assisted analysis identifies a material question based on identifiable source information, the patient should have a reasonable opportunity to present the question for human clinical consideration.
Section 10. Financial Understanding and Supported Recordkeeping
(a) When a covered entity manages, holds, budgets, conserves, distributes, or substantially controls money belonging to or maintained for the benefit of a person, the person shall receive, to the extent permitted by law, a meaningful explanation of the source of the funds, current balance, legal ownership, authority to manage the funds, basis for that authority, material spending restrictions, documentation requirements, responsibility for recordkeeping, available savings or benefit-protection options, and methods for questioning or challenging an error or restriction.
(b) A person known to have difficulty remembering, organizing, or retaining receipts or transaction records should be offered an accessible and supported recordkeeping method reasonably adapted to the person's needs and the applicable program rules.
(c) Supported methods may include photographs of receipts, envelopes, bank records, shared ledgers, accessible applications, written logs, a chosen supporter, or person-authorized computational organization.
(d) An inaccessible portal or unsupported instruction shall not automatically constitute effective recordkeeping assistance merely because the system exists.
(e) Nothing in this section guarantees that every purchase is allowable, alters federal fiduciary duties, changes Social Security representative-payee obligations, or overrides ABLE, tax, guardianship, conservatorship, or other applicable financial law.
(a) When a covered entity manages, holds, budgets, conserves, distributes, or substantially controls money belonging to or maintained for the benefit of a person, the person shall receive, to the extent permitted by law, a meaningful explanation of the source of the funds, current balance, legal ownership, authority to manage the funds, basis for that authority, material spending restrictions, documentation requirements, responsibility for recordkeeping, available savings or benefit-protection options, and methods for questioning or challenging an error or restriction.
(b) A person known to have difficulty remembering, organizing, or retaining receipts or transaction records should be offered an accessible and supported recordkeeping method reasonably adapted to the person's needs and the applicable program rules.
(c) Supported methods may include photographs of receipts, envelopes, bank records, shared ledgers, accessible applications, written logs, a chosen supporter, or person-authorized computational organization.
(d) An inaccessible portal or unsupported instruction shall not automatically constitute effective recordkeeping assistance merely because the system exists.
(e) Nothing in this section guarantees that every purchase is allowable, alters federal fiduciary duties, changes Social Security representative-payee obligations, or overrides ABLE, tax, guardianship, conservatorship, or other applicable financial law.
Section 11. Education, Learning, and Skill Continuity
(a) A person's educational or skill-building goal should not disappear merely because the person pauses, changes providers, loses an advocate, becomes discouraged, or needs help organizing prior work.
(b) Where a covered educational, vocational, or disability program already has a responsibility to assist the person, and the person chooses to use continuity supports, the program should permit reasonable use of notes, prior work, accessible explanations, assistive technology, or chosen support consistent with academic integrity and applicable law.
(c) A person may use a continuity support team to track goals, lessons completed, questions, strategies that worked, accommodations, and where the person stopped, so that later learning can resume without unnecessary reconstruction from memory.
(d) Nothing in this section guarantees admission, a credential, a passing score, a particular curriculum, or waiver of essential academic requirements. It protects reasonable continuity and assistance in pursuing an otherwise lawful educational goal.
(a) A person's educational or skill-building goal should not disappear merely because the person pauses, changes providers, loses an advocate, becomes discouraged, or needs help organizing prior work.
(b) Where a covered educational, vocational, or disability program already has a responsibility to assist the person, and the person chooses to use continuity supports, the program should permit reasonable use of notes, prior work, accessible explanations, assistive technology, or chosen support consistent with academic integrity and applicable law.
(c) A person may use a continuity support team to track goals, lessons completed, questions, strategies that worked, accommodations, and where the person stopped, so that later learning can resume without unnecessary reconstruction from memory.
(d) Nothing in this section guarantees admission, a credential, a passing score, a particular curriculum, or waiver of essential academic requirements. It protects reasonable continuity and assistance in pursuing an otherwise lawful educational goal.
Section 12. Communication, Accessibility, and Supported Technology Use
(a) A person's inability to communicate through conventional speech, hearing, reading, writing, or immediate verbal response shall not be treated as an absence of preferences, understanding, interests, or agency.
(b) A person may communicate through speech, behavior, writing, sign language, images, augmentative or alternative communication, hearing technology, captions, devices, gestures, or another effective method.
(c) When technology can reasonably help a person communicate or participate, support should seek to help the person learn and use the technology rather than assuming that another person must permanently operate it for them.
(d) A covered entity subject to existing disability-communication duties shall continue to comply with those duties. Nothing in this Act reduces rights under the Americans with Disabilities Act, state disability law, or other applicable accessibility requirements.
(a) A person's inability to communicate through conventional speech, hearing, reading, writing, or immediate verbal response shall not be treated as an absence of preferences, understanding, interests, or agency.
(b) A person may communicate through speech, behavior, writing, sign language, images, augmentative or alternative communication, hearing technology, captions, devices, gestures, or another effective method.
(c) When technology can reasonably help a person communicate or participate, support should seek to help the person learn and use the technology rather than assuming that another person must permanently operate it for them.
(d) A covered entity subject to existing disability-communication duties shall continue to comply with those duties. Nothing in this Act reduces rights under the Americans with Disabilities Act, state disability law, or other applicable accessibility requirements.
Section 13. Voluntary Crisis Continuity and Authorized Escalation
(a) A person may voluntarily create a crisis continuity plan identifying medical context, communication preferences, records, reminders, trusted supporters, preferred forms of assistance, and instructions the person wishes to have available during a period of serious confusion, incapacity, emotional crisis, or other substantial impairment of ordinary self-advocacy.
(b) The plan may identify people the person authorizes to receive notification or selected continuity information under circumstances chosen by the person and permitted by law.
(c) Where a technological system supports such functionality, the person may authorize it to retrieve reminders, organize relevant source information, facilitate communication with designated supporters, or initiate a request for human assistance.
(d) An AI-generated inference, standing alone, shall not establish that a person lacks capacity or authorize involuntary treatment, detention, restraint, medication, guardianship, or another deprivation of liberty.
(e) Nothing in this section makes a general-purpose AI system an emergency-response service or delays emergency action otherwise authorized by law.
(f) Where reasonably practicable, an automated notification or disclosure made pursuant to a crisis continuity plan should be logged so that the person can later determine what was disclosed, when, to whom, and under what authorization.
(a) A person may voluntarily create a crisis continuity plan identifying medical context, communication preferences, records, reminders, trusted supporters, preferred forms of assistance, and instructions the person wishes to have available during a period of serious confusion, incapacity, emotional crisis, or other substantial impairment of ordinary self-advocacy.
(b) The plan may identify people the person authorizes to receive notification or selected continuity information under circumstances chosen by the person and permitted by law.
(c) Where a technological system supports such functionality, the person may authorize it to retrieve reminders, organize relevant source information, facilitate communication with designated supporters, or initiate a request for human assistance.
(d) An AI-generated inference, standing alone, shall not establish that a person lacks capacity or authorize involuntary treatment, detention, restraint, medication, guardianship, or another deprivation of liberty.
(e) Nothing in this section makes a general-purpose AI system an emergency-response service or delays emergency action otherwise authorized by law.
(f) Where reasonably practicable, an automated notification or disclosure made pursuant to a crisis continuity plan should be logged so that the person can later determine what was disclosed, when, to whom, and under what authorization.
Section 14. Continuity Through Changes in People and Providers
A change in physician, attorney, teacher, caseworker, caregiver, service provider, chosen supporter, software provider, or other participant should not unnecessarily force a person to reconstruct relevant history from memory when the information has already been preserved and may lawfully be shared.
Covered entities with ongoing responsibility for a person's services should develop reasonable transition practices appropriate to their function.
A person may pause participation in a continuity process and later resume. A lapse in documentation shall not, by itself, erase previously expressed goals or preferences.
No serious system should depend upon one human advocate remaining healthy, available, informed, and perfect forever.
A change in physician, attorney, teacher, caseworker, caregiver, service provider, chosen supporter, software provider, or other participant should not unnecessarily force a person to reconstruct relevant history from memory when the information has already been preserved and may lawfully be shared.
Covered entities with ongoing responsibility for a person's services should develop reasonable transition practices appropriate to their function.
A person may pause participation in a continuity process and later resume. A lapse in documentation shall not, by itself, erase previously expressed goals or preferences.
No serious system should depend upon one human advocate remaining healthy, available, informed, and perfect forever.
PART IV — WHEN INSTITUTIONS USE AI OR AUTOMATED SYSTEMS
Section 15. Material Computational Involvement in Consequential Decisions
(a) When a covered entity materially relies upon an AI system or automated decision system in making or communicating a consequential decision about a person, the person shall, to the extent reasonably available and consistent with law, be informed that material computational involvement occurred.
(b) Upon reasonable request, the covered entity should be able to identify:
the system, product, or categorical class of system used;
the general purpose for which it was used;
the categories of information about the person supplied to or materially considered by the system;
the nature of the material output relied upon, such as a score, classification, recommendation, summary, ranking, risk flag, or generated rationale;
the office or human official responsible for the final decision; and
whether the computational output was accepted, materially modified, rejected, or independently verified.
(c) Disclosure need not include proprietary source code, model weights, cybersecurity information, privileged material, trade secrets unrelated to the person's own decision, or information concerning another person. Categorical identification may satisfy system-identification requirements when more specific disclosure is legally protected, provided the disclosure remains sufficient to explain the material role of the system.
(d) Where a provenance record documenting material computational involvement is created as part of a consequential decision, its retention should follow the same applicable retention schedule as the underlying decision record and shall not be assigned a shorter schedule solely because it documents AI use.
(e) A covered entity may delay or limit disclosure where immediate disclosure is prohibited by law or would materially compromise a lawful investigation, security measure, or protected proceeding, but shall provide the greatest explanation lawfully available and any later disclosure required when the restriction ends.
(f) Where an adverse consequential decision materially relies upon computational output and no emergency or other law requires immediate final action, the person should have a reasonable opportunity for human review of a claimed material data error or misidentification before the computational output is treated as controlling.
(g) Human responsibility remains with the covered entity exercising the covered function. Use of an AI system does not, by itself, transfer public or professional responsibility to the machine.
(h) For adjudicative functions of the Massachusetts judiciary, implementation shall respect the constitutional and rulemaking authority of the Supreme Judicial Court. Court-related administrative functions remain subject to this Act to the extent permitted by law.
(a) When a covered entity materially relies upon an AI system or automated decision system in making or communicating a consequential decision about a person, the person shall, to the extent reasonably available and consistent with law, be informed that material computational involvement occurred.
(b) Upon reasonable request, the covered entity should be able to identify:
the system, product, or categorical class of system used;
the general purpose for which it was used;
the categories of information about the person supplied to or materially considered by the system;
the nature of the material output relied upon, such as a score, classification, recommendation, summary, ranking, risk flag, or generated rationale;
the office or human official responsible for the final decision; and
whether the computational output was accepted, materially modified, rejected, or independently verified.
(c) Disclosure need not include proprietary source code, model weights, cybersecurity information, privileged material, trade secrets unrelated to the person's own decision, or information concerning another person. Categorical identification may satisfy system-identification requirements when more specific disclosure is legally protected, provided the disclosure remains sufficient to explain the material role of the system.
(d) Where a provenance record documenting material computational involvement is created as part of a consequential decision, its retention should follow the same applicable retention schedule as the underlying decision record and shall not be assigned a shorter schedule solely because it documents AI use.
(e) A covered entity may delay or limit disclosure where immediate disclosure is prohibited by law or would materially compromise a lawful investigation, security measure, or protected proceeding, but shall provide the greatest explanation lawfully available and any later disclosure required when the restriction ends.
(f) Where an adverse consequential decision materially relies upon computational output and no emergency or other law requires immediate final action, the person should have a reasonable opportunity for human review of a claimed material data error or misidentification before the computational output is treated as controlling.
(g) Human responsibility remains with the covered entity exercising the covered function. Use of an AI system does not, by itself, transfer public or professional responsibility to the machine.
(h) For adjudicative functions of the Massachusetts judiciary, implementation shall respect the constitutional and rulemaking authority of the Supreme Judicial Court. Court-related administrative functions remain subject to this Act to the extent permitted by law.
PART V — PERSONAL CONTINUITY INFRASTRUCTURE AND RESEARCH
Section 16. Personal Continuity Accounts and Preservation Pilot
(a) The Commonwealth shall establish standards for a voluntary personal continuity account or continuity-custodian program through which a resident may preserve a modest amount of continuity information without surrendering rights beyond those expressly provided by law.
(b) A personal continuity account may be provided through existing public infrastructure, a certified private or nonprofit custodian, a library or archival partner, an educational institution, local storage chosen by the person, or a hybrid system. No single commercial vendor shall be required by statute.
(c) Subject to appropriation, grant funding, or other lawful funding, the Commonwealth shall conduct a pilot prioritizing existing infrastructure and low-cost interoperability before construction of new systems.
(d) Pilot standards should test modest guaranteed storage, personal memory media, person-authorized continuity notes, version history, exportability, integrity verification, recovery from account loss, designated supporters, legacy instructions, selective sharing, and the ability to authorize a human or computational tool to use selected continuity information for the person's own benefit without automatically authorizing research or model training.
(e) A person should be able to choose access settings such as private access, named-supporter access, selected provider access, delayed family access, posthumous access, public historical release, research contribution, or continued restriction, subject to applicable law.
(f) Government funding, procurement, certification, subsidy, or use of an account to complete a government task shall not, by itself, convert the person's underlying continuity record into a public record or authorize government access to unrelated content.
(g) A custodian shall not sell deposited information, use it for unrelated commercial profiling, or use it for AI training or model improvement without separate affirmative authorization.
(h) The administering agency shall report to the Legislature on participation, cost, accessibility, security, preservation reliability, storage needs, custodial models, privacy risks, and whether expansion is warranted.
(a) The Commonwealth shall establish standards for a voluntary personal continuity account or continuity-custodian program through which a resident may preserve a modest amount of continuity information without surrendering rights beyond those expressly provided by law.
(b) A personal continuity account may be provided through existing public infrastructure, a certified private or nonprofit custodian, a library or archival partner, an educational institution, local storage chosen by the person, or a hybrid system. No single commercial vendor shall be required by statute.
(c) Subject to appropriation, grant funding, or other lawful funding, the Commonwealth shall conduct a pilot prioritizing existing infrastructure and low-cost interoperability before construction of new systems.
(d) Pilot standards should test modest guaranteed storage, personal memory media, person-authorized continuity notes, version history, exportability, integrity verification, recovery from account loss, designated supporters, legacy instructions, selective sharing, and the ability to authorize a human or computational tool to use selected continuity information for the person's own benefit without automatically authorizing research or model training.
(e) A person should be able to choose access settings such as private access, named-supporter access, selected provider access, delayed family access, posthumous access, public historical release, research contribution, or continued restriction, subject to applicable law.
(f) Government funding, procurement, certification, subsidy, or use of an account to complete a government task shall not, by itself, convert the person's underlying continuity record into a public record or authorize government access to unrelated content.
(g) A custodian shall not sell deposited information, use it for unrelated commercial profiling, or use it for AI training or model improvement without separate affirmative authorization.
(h) The administering agency shall report to the Legislature on participation, cost, accessibility, security, preservation reliability, storage needs, custodial models, privacy risks, and whether expansion is warranted.
Section 17. Voluntary Research and AI Contribution
(a) A person may voluntarily authorize selected continuity information for a specified research, accessibility, service-improvement, public-interest, or artificial-intelligence development purpose.
(b) Private continuity use, AI context use for the person's own benefit, research use, publication, and AI training or model-improvement use are separate choices. Permission for one shall not automatically constitute permission for another.
(c) Participation shall not be a condition of receiving a public benefit, health service, disability service, education, housing, financial assistance, or other covered service. Refusal shall not be treated as evidence of noncooperation, risk, incapacity, or lack of credibility.
(d) A research-contribution agreement shall state in reasonably understandable language the categories of information shared, intended purpose, recipients, whether data will be identified, pseudonymized, de-identified, or aggregated, whether AI training or evaluation is permitted, expected retention, compensation if any, and practical limits on withdrawal after completed analyses or model training.
(e) Removing a name shall not, by itself, be represented as anonymization. Exact dates, rare events, family relationships, locations, photographs, audio, voice characteristics, and rich life narratives may permit re-identification.
(f) Health information represented as de-identified under HIPAA shall satisfy applicable federal de-identification standards. Other continuity data shall use risk-appropriate data minimization, generalization, access controls, separation of re-identification keys, aggregation, expert review, or comparable safeguards appropriate to the intended use.
(g) A recipient of pseudonymized or de-identified continuity data shall not attempt to re-identify a contributor except with specific authorization or where law independently requires it.
(h) Research contributions shall retain provenance sufficient to distinguish personal accounts, institutional source records, third-party reports, transformations, and computational inference.
(i) Research programs may provide reasonable participant compensation or use research fees to support storage, scanning, accessibility, interviews, supported preservation, participant review, and other costs of producing and maintaining high-quality human continuity data, provided compensation is not coercive.
(j) Applicable federal and state human-subjects, privacy, education, substance-use, health-information, and research-ethics requirements remain in effect.
(a) A person may voluntarily authorize selected continuity information for a specified research, accessibility, service-improvement, public-interest, or artificial-intelligence development purpose.
(b) Private continuity use, AI context use for the person's own benefit, research use, publication, and AI training or model-improvement use are separate choices. Permission for one shall not automatically constitute permission for another.
(c) Participation shall not be a condition of receiving a public benefit, health service, disability service, education, housing, financial assistance, or other covered service. Refusal shall not be treated as evidence of noncooperation, risk, incapacity, or lack of credibility.
(d) A research-contribution agreement shall state in reasonably understandable language the categories of information shared, intended purpose, recipients, whether data will be identified, pseudonymized, de-identified, or aggregated, whether AI training or evaluation is permitted, expected retention, compensation if any, and practical limits on withdrawal after completed analyses or model training.
(e) Removing a name shall not, by itself, be represented as anonymization. Exact dates, rare events, family relationships, locations, photographs, audio, voice characteristics, and rich life narratives may permit re-identification.
(f) Health information represented as de-identified under HIPAA shall satisfy applicable federal de-identification standards. Other continuity data shall use risk-appropriate data minimization, generalization, access controls, separation of re-identification keys, aggregation, expert review, or comparable safeguards appropriate to the intended use.
(g) A recipient of pseudonymized or de-identified continuity data shall not attempt to re-identify a contributor except with specific authorization or where law independently requires it.
(h) Research contributions shall retain provenance sufficient to distinguish personal accounts, institutional source records, third-party reports, transformations, and computational inference.
(i) Research programs may provide reasonable participant compensation or use research fees to support storage, scanning, accessibility, interviews, supported preservation, participant review, and other costs of producing and maintaining high-quality human continuity data, provided compensation is not coercive.
(j) Applicable federal and state human-subjects, privacy, education, substance-use, health-information, and research-ethics requirements remain in effect.
PART VI — PRIVACY, LIMITS, AND ACCOUNTABILITY
Section 18. Privacy, Secondary Use, and No Independent AI Authority
(a) Nothing in this Act requires a person to upload private information to an AI system, create a continuity record, join a preservation pilot, participate in research, or make personal information public.
(b) Information supplied solely for a continuity account, supported-preservation archive, legacy record, or research contribution shall not, merely because it is available to a public or certified custodian, be repurposed to make an adverse consequential decision about the contributor.
(c) Such information may be used for a consequential decision when the person affirmatively supplied or authorized it for that purpose, the same information was lawfully obtained from an independent source for that purpose, use is required by law or court order, or use is reasonably necessary to address an immediate legally recognized risk of serious harm.
(d) Nothing in this Act creates legal personhood for AI, makes AI the final authority concerning a person, authorizes AI to practice medicine or law beyond existing law, requires a court to accept an AI conclusion, requires a clinician to follow an AI recommendation, requires an agency to agree with AI analysis, or creates a presumption that AI output is accurate.
(e) AI may identify questions, organize information, compare records, explain information, maintain continuity notes, suggest memory cues, and identify apparent patterns or contradictions. AI may be wrong. Human beings and institutions may also be wrong.
(f) The purpose of this Act is to improve continuity, understanding, participation, and traceability of reasoning, not to declare any participant infallible.
(a) Nothing in this Act requires a person to upload private information to an AI system, create a continuity record, join a preservation pilot, participate in research, or make personal information public.
(b) Information supplied solely for a continuity account, supported-preservation archive, legacy record, or research contribution shall not, merely because it is available to a public or certified custodian, be repurposed to make an adverse consequential decision about the contributor.
(c) Such information may be used for a consequential decision when the person affirmatively supplied or authorized it for that purpose, the same information was lawfully obtained from an independent source for that purpose, use is required by law or court order, or use is reasonably necessary to address an immediate legally recognized risk of serious harm.
(d) Nothing in this Act creates legal personhood for AI, makes AI the final authority concerning a person, authorizes AI to practice medicine or law beyond existing law, requires a court to accept an AI conclusion, requires a clinician to follow an AI recommendation, requires an agency to agree with AI analysis, or creates a presumption that AI output is accurate.
(e) AI may identify questions, organize information, compare records, explain information, maintain continuity notes, suggest memory cues, and identify apparent patterns or contradictions. AI may be wrong. Human beings and institutions may also be wrong.
(f) The purpose of this Act is to improve continuity, understanding, participation, and traceability of reasoning, not to declare any participant infallible.
Section 19. Enforcement, Rulemaking, and Equal Access
(a) Each state agency with regulatory authority over a covered function shall incorporate applicable rights under this Act into existing complaint, licensing, audit, review, or appeal processes where reasonably practicable.
(b) A person shall not be required to rely exclusively upon the employee or office whose conduct is being challenged when an existing supervisory, regulatory, ombudsman, inspector-general, or external complaint mechanism is available.
(c) The Attorney General may investigate patterns or practices involving material retaliation, systemic denial of rights established by this Act, or violations for which no adequate specialized enforcement mechanism exists, and may seek relief to the extent authorized by law.
(d) The appropriate agencies may promulgate regulations addressing supported preservation, accessibility, continuity accounts, custodians, research contribution, institutional AI disclosure, provenance, portability, supported recordkeeping, data security, and other implementation requirements within their lawful jurisdiction.
(e) Rights that can only be exercised by wealthy, highly technical, highly literate, or unusually persistent people are incomplete. Implementation shall prioritize accessible and low-cost methods for people with disabilities, limited income, limited digital literacy, communication barriers, cognitive barriers, institutional isolation, or other substantial disadvantages.
(f) Implementation should favor existing infrastructure, libraries, community organizations, accessibility programs, open or commonly usable standards, and low-cost interoperability before expensive new systems are required.
(g) Nothing in this section limits an existing right, remedy, complaint process, cause of action, or accommodation otherwise available by law.
(h) Working-draft question for Legislative Counsel: identify which provisions, if any, require a new private right of action, statutory damages, attorney-fee provision, independent ombudsperson, or new auditing office rather than existing enforcement systems.
(a) Each state agency with regulatory authority over a covered function shall incorporate applicable rights under this Act into existing complaint, licensing, audit, review, or appeal processes where reasonably practicable.
(b) A person shall not be required to rely exclusively upon the employee or office whose conduct is being challenged when an existing supervisory, regulatory, ombudsman, inspector-general, or external complaint mechanism is available.
(c) The Attorney General may investigate patterns or practices involving material retaliation, systemic denial of rights established by this Act, or violations for which no adequate specialized enforcement mechanism exists, and may seek relief to the extent authorized by law.
(d) The appropriate agencies may promulgate regulations addressing supported preservation, accessibility, continuity accounts, custodians, research contribution, institutional AI disclosure, provenance, portability, supported recordkeeping, data security, and other implementation requirements within their lawful jurisdiction.
(e) Rights that can only be exercised by wealthy, highly technical, highly literate, or unusually persistent people are incomplete. Implementation shall prioritize accessible and low-cost methods for people with disabilities, limited income, limited digital literacy, communication barriers, cognitive barriers, institutional isolation, or other substantial disadvantages.
(f) Implementation should favor existing infrastructure, libraries, community organizations, accessibility programs, open or commonly usable standards, and low-cost interoperability before expensive new systems are required.
(g) Nothing in this section limits an existing right, remedy, complaint process, cause of action, or accommodation otherwise available by law.
(h) Working-draft question for Legislative Counsel: identify which provisions, if any, require a new private right of action, statutory damages, attorney-fee provision, independent ombudsperson, or new auditing office rather than existing enforcement systems.
Section 20. Construction, Emergencies, Severability, and Effective Date
(a) This Act shall operate to the fullest extent consistent with federal law and the constitutional authority of the Commonwealth and its courts.
(b) Nothing in this Act establishes that a personal archive is automatically true, an institutional record is automatically true, an AI analysis is automatically true, a disputed allegation is automatically false, or an unresolved question must be forced into a binary conclusion.
(c) Nothing in this Act creates ownership of records where ownership is otherwise determined by law. It establishes rights of access, continuity, preservation, understanding, participation, portability, traceability, and review only to the extent specified.
(d) Nothing in this Act alters judicial evidentiary standards, professional licensing requirements, federal fiduciary duties, attorney-client privilege, sealed-record rules, legally protected third-party information, or other privacy rights except where the Act expressly provides otherwise and the Commonwealth has authority to do so.
(e) Nothing in this Act creates an automatic right to delay emergency medical treatment, immediate protective intervention, lawful emergency psychiatric action, mandatory reporting, a court-ordered deadline, or another action where delay would create a legally recognized risk of serious harm.
(f) If any provision or application of this Act is held invalid, the remaining provisions shall continue to have effect to the greatest extent legally permissible.
(g) Except as otherwise provided, this Act shall take effect 180 days after enactment. Regulations and funded infrastructure pilots may be phased in on a publicly available schedule. Lack of pilot funding shall not delay the other substantive rights established by this Act.
(a) This Act shall operate to the fullest extent consistent with federal law and the constitutional authority of the Commonwealth and its courts.
(b) Nothing in this Act establishes that a personal archive is automatically true, an institutional record is automatically true, an AI analysis is automatically true, a disputed allegation is automatically false, or an unresolved question must be forced into a binary conclusion.
(c) Nothing in this Act creates ownership of records where ownership is otherwise determined by law. It establishes rights of access, continuity, preservation, understanding, participation, portability, traceability, and review only to the extent specified.
(d) Nothing in this Act alters judicial evidentiary standards, professional licensing requirements, federal fiduciary duties, attorney-client privilege, sealed-record rules, legally protected third-party information, or other privacy rights except where the Act expressly provides otherwise and the Commonwealth has authority to do so.
(e) Nothing in this Act creates an automatic right to delay emergency medical treatment, immediate protective intervention, lawful emergency psychiatric action, mandatory reporting, a court-ordered deadline, or another action where delay would create a legally recognized risk of serious harm.
(f) If any provision or application of this Act is held invalid, the remaining provisions shall continue to have effect to the greatest extent legally permissible.
(g) Except as otherwise provided, this Act shall take effect 180 days after enactment. Regulations and funded infrastructure pilots may be phased in on a publicly available schedule. Lack of pilot funding shall not delay the other substantive rights established by this Act.
CENTRAL INTERPRETIVE PRINCIPLE
No person's meaningful participation in their own life should depend upon their ability, or another individual's ability, to perfectly remember information that could reasonably have been preserved and made usable.
Continuity includes not only institutional facts, but the memories, voices, relationships, preferences, goals, routines, explanations, and sources of meaning that help a person remain recognizable across time.
Inference is unavoidable. Unaccountable inference is the problem.
Support should increase a person's ability and confidence to participate, not merely substitute another person's performance or judgment.
No person's meaningful participation in their own life should depend upon their ability, or another individual's ability, to perfectly remember information that could reasonably have been preserved and made usable.
Continuity includes not only institutional facts, but the memories, voices, relationships, preferences, goals, routines, explanations, and sources of meaning that help a person remain recognizable across time.
Inference is unavoidable. Unaccountable inference is the problem.
Support should increase a person's ability and confidence to participate, not merely substitute another person's performance or judgment.
LEGISLATIVE NOTES AND EXISTING-LAW ANCHORS
Not statutory text. Included for Legislative Counsel and adversarial peer review.
Massachusetts Fair Information Practices Act — M.G.L. c. 66A, § 2. Existing Massachusetts law already requires state personal-data holders to maintain procedures allowing a data subject to contest accuracy and, when the holder disagrees, to note the subject's claim and include it with later disclosure of the disputed data. This supports the structured-disagreement principle.
Americans with Disabilities Act — effective communication. Federal ADA guidance emphasizes effective communication based on the nature, length, complexity, context, and person's normal communication method, and recognizes aids including qualified notetakers, assistive listening systems, captioning, accessible electronic text, and other technology. This supports R2 and R4 without making signature or mere delivery the test of understanding.
HIPAA right of access — 45 C.F.R. § 164.524. HHS states that access rights generally extend to designated record-set information regardless of age or archival location and that electronic information should be provided in a requested readily producible format, with machine-readable electronic copies expected to the extent possible. HIPAA does not require creation of new explanatory analysis. This supports the distinction between access and assisted longitudinal understanding.
Massachusetts supported decision-making proposal — S.155, 194th General Court. As of this working draft, S.155 has been reported favorably and referred to Senate Ways and Means. Its text recognizes voluntary supported decision-making, accessible plain-language agreements, support in understanding information, supporter respect for the person's values and preferences, and the rule that supporters do not make decisions for the decision-maker. The Right to Remember Act should complement rather than duplicate this proposal.
Massachusetts governmental AI use. The Commonwealth announced a phased ChatGPT-powered enterprise AI assistant for approximately 40,000 executive-branch employees in 2026. Commonwealth AI principles state that employees remain accountable for AI-supported decisions, must review and validate outputs, and that AI use should be transparent and accountable. This supports R6 and Section 15.
Existing Commonwealth infrastructure. EOTSS already uses AWS, Microsoft Azure, and Google Cloud Platform for Commonwealth applications and data storage. The State Library of Massachusetts operates digital repositories intended for long-term preservation. These facts do not prove that existing systems can host private personal continuity accounts without modification, but they support testing existing infrastructure before assuming an entirely new statewide platform must be built.
De-identification. HHS recognizes HIPAA Safe Harbor and Expert Determination methods and expressly notes that de-identified data retains some re-identification risk. Rich continuity data therefore requires risk-based safeguards rather than treating removal of names as sufficient anonymization.
Not statutory text. Included for Legislative Counsel and adversarial peer review.
Massachusetts Fair Information Practices Act — M.G.L. c. 66A, § 2. Existing Massachusetts law already requires state personal-data holders to maintain procedures allowing a data subject to contest accuracy and, when the holder disagrees, to note the subject's claim and include it with later disclosure of the disputed data. This supports the structured-disagreement principle.
Americans with Disabilities Act — effective communication. Federal ADA guidance emphasizes effective communication based on the nature, length, complexity, context, and person's normal communication method, and recognizes aids including qualified notetakers, assistive listening systems, captioning, accessible electronic text, and other technology. This supports R2 and R4 without making signature or mere delivery the test of understanding.
HIPAA right of access — 45 C.F.R. § 164.524. HHS states that access rights generally extend to designated record-set information regardless of age or archival location and that electronic information should be provided in a requested readily producible format, with machine-readable electronic copies expected to the extent possible. HIPAA does not require creation of new explanatory analysis. This supports the distinction between access and assisted longitudinal understanding.
Massachusetts supported decision-making proposal — S.155, 194th General Court. As of this working draft, S.155 has been reported favorably and referred to Senate Ways and Means. Its text recognizes voluntary supported decision-making, accessible plain-language agreements, support in understanding information, supporter respect for the person's values and preferences, and the rule that supporters do not make decisions for the decision-maker. The Right to Remember Act should complement rather than duplicate this proposal.
Massachusetts governmental AI use. The Commonwealth announced a phased ChatGPT-powered enterprise AI assistant for approximately 40,000 executive-branch employees in 2026. Commonwealth AI principles state that employees remain accountable for AI-supported decisions, must review and validate outputs, and that AI use should be transparent and accountable. This supports R6 and Section 15.
Existing Commonwealth infrastructure. EOTSS already uses AWS, Microsoft Azure, and Google Cloud Platform for Commonwealth applications and data storage. The State Library of Massachusetts operates digital repositories intended for long-term preservation. These facts do not prove that existing systems can host private personal continuity accounts without modification, but they support testing existing infrastructure before assuming an entirely new statewide platform must be built.
De-identification. HHS recognizes HIPAA Safe Harbor and Expert Determination methods and expressly notes that de-identified data retains some re-identification risk. Rich continuity data therefore requires risk-based safeguards rather than treating removal of names as sufficient anonymization.
OPEN QUESTIONS FOR THE NEXT ADVERSARIAL REVIEW
Which R1-R6 duties should apply directly to courts, and which should be implemented through Supreme Judicial Court rulemaking?
What exact enforcement mechanism is necessary for institutional-AI disclosure and provenance retention?
Should a provider receive a limited safe harbor when responsibly increasing independence through documented supported skill-building, and if so, how can that be done without immunizing ordinary negligence that seriously harms the person?
What minimum storage allocation and recovery standard makes a continuity-account pilot useful without creating an excessive fiscal mandate?
Which continuity-account records, if any, become subject to public-records law when a public custodian is involved, and what statutory exemption is needed to preserve user control?
What additional safeguards are needed for minors, people under guardianship, deceased persons, family archives, domestic-violence situations, and information about third parties?
How should computational provenance interact with existing state records-retention schedules, discovery, criminal procedure, insurance law, and trade-secret protections?
Which research uses require IRB or other federal human-subjects review, and how should compensation be structured to avoid coercion?
Can existing disability, vocational, adult-education, library, and community-college infrastructure deliver supported preservation and learning continuity before creating new programs?
Which provisions can be enacted immediately as procedural rights even if the preservation pilot is delayed by funding?
Which R1-R6 duties should apply directly to courts, and which should be implemented through Supreme Judicial Court rulemaking?
What exact enforcement mechanism is necessary for institutional-AI disclosure and provenance retention?
Should a provider receive a limited safe harbor when responsibly increasing independence through documented supported skill-building, and if so, how can that be done without immunizing ordinary negligence that seriously harms the person?
What minimum storage allocation and recovery standard makes a continuity-account pilot useful without creating an excessive fiscal mandate?
Which continuity-account records, if any, become subject to public-records law when a public custodian is involved, and what statutory exemption is needed to preserve user control?
What additional safeguards are needed for minors, people under guardianship, deceased persons, family archives, domestic-violence situations, and information about third parties?
How should computational provenance interact with existing state records-retention schedules, discovery, criminal procedure, insurance law, and trade-secret protections?
Which research uses require IRB or other federal human-subjects review, and how should compensation be structured to avoid coercion?
Can existing disability, vocational, adult-education, library, and community-college infrastructure deliver supported preservation and learning continuity before creating new programs?
Which provisions can be enacted immediately as procedural rights even if the preservation pilot is delayed by funding?
COMPANION DOCUMENT
WHY THIS LAW EXISTS
Human Evidence Library for the Right to Remember Act — Working Draft v5
These stories are not statutory findings and not a substitute for the underlying sources. They travel with the Bill so a legislator, journalist, disability advocate, doctor, attorney, researcher, AI system, family member, or ordinary citizen can understand why the six rights exist.
The Memory Ark remains the deeper evidence vault.
The companion does not require Ricky—or any future contributor—to rewrite every old page, repeat a warning on every entry, or sanitize a historical accusation because later context changes. The START HERE material, indexes, chronology, source links, and later notes are the interpretation system.
A reader or AI that reaches a consequential conclusion from one isolated page should, when reasonably possible, first look for relevant earlier records, later records, source documents, corrections, disagreements, and changes in perspective.
The Ark remembers. The index connects. AI investigates. The source stays untouched.
These stories are not statutory findings and not a substitute for the underlying sources. They travel with the Bill so a legislator, journalist, disability advocate, doctor, attorney, researcher, AI system, family member, or ordinary citizen can understand why the six rights exist.
The Memory Ark remains the deeper evidence vault.
The companion does not require Ricky—or any future contributor—to rewrite every old page, repeat a warning on every entry, or sanitize a historical accusation because later context changes. The START HERE material, indexes, chronology, source links, and later notes are the interpretation system.
A reader or AI that reaches a consequential conclusion from one isolated page should, when reasonably possible, first look for relevant earlier records, later records, source documents, corrections, disagreements, and changes in perspective.
The Ark remembers. The index connects. AI investigates. The source stays untouched.
STABLE RIGHTS LABELS
The Bill may be renumbered. The stories should not have to be rewritten every time it is.
R1 — Remember: preserve records, memories, media, conversations, corrections, and sources of meaning.
R2 — Understand: receive and use information in a form the person can actually work with.
R3 — Be Understood in Context: preserve communication styles, goals, patterns, support strategies, and clearly labeled inference.
R4 — Participate With Support: use people and tools to learn, decide, communicate, and act without automatically surrendering authority.
R5 — Carry Forward: move and selectively share useful history across people, institutions, and technology.
R6 — Know and Challenge: understand consequential decisions, preserve disagreement, identify material AI involvement, correct errors, and seek review.
Topic tags may expand without changing a story's historical body.
The Bill may be renumbered. The stories should not have to be rewritten every time it is.
R1 — Remember: preserve records, memories, media, conversations, corrections, and sources of meaning.
R2 — Understand: receive and use information in a form the person can actually work with.
R3 — Be Understood in Context: preserve communication styles, goals, patterns, support strategies, and clearly labeled inference.
R4 — Participate With Support: use people and tools to learn, decide, communicate, and act without automatically surrendering authority.
R5 — Carry Forward: move and selectively share useful history across people, institutions, and technology.
R6 — Know and Challenge: understand consequential decisions, preserve disagreement, identify material AI involvement, correct errors, and seek review.
Topic tags may expand without changing a story's historical body.
HOW TO READ HUMAN EVIDENCE
The library can contain multiple kinds of material at once: institutional source records, a person's own memory, a family member's report, another participant's observation, audio or video, later evidence, AI analysis, disagreement, uncertainty, humor, anger, and changed perspective.
The archive does not require every source page to carry the same disclaimer. Instead, this top-level guide governs interpretation of the collection.
When making a derived summary, the reader or AI should distinguish what the source actually says from what the reader or AI infers. This does not require vandalizing the original source with labels on every sentence.
A later correction does not prove that the earlier writer lied. A later document supporting an old accusation does not prove every part of the accusation. Contradiction is information. Changed perspective is information. Uncertainty is information.
The library can contain multiple kinds of material at once: institutional source records, a person's own memory, a family member's report, another participant's observation, audio or video, later evidence, AI analysis, disagreement, uncertainty, humor, anger, and changed perspective.
The archive does not require every source page to carry the same disclaimer. Instead, this top-level guide governs interpretation of the collection.
When making a derived summary, the reader or AI should distinguish what the source actually says from what the reader or AI infers. This does not require vandalizing the original source with labels on every sentence.
A later correction does not prove that the earlier writer lied. A later document supporting an old accusation does not prove every part of the accusation. Contradiction is information. Changed perspective is information. Uncertainty is information.
PERMANENT STORY RULE
Once the person whose story is being told approves the text, the approved story becomes a versioned historical record.
We do not silently rewrite it.
If a fact later proves wrong:
Correction — [date]
If another record appears:
Additional Evidence — [date]
If the person changes their interpretation:
Later Perspective — [date]
If two people remember something differently:
Structured Disagreement — unresolved
If a new Bill draft changes numbering, the story body stays put. Stable R1-R6 labels and topic tags may be updated, and new notes may be appended.
Once the person whose story is being told approves the text, the approved story becomes a versioned historical record.
We do not silently rewrite it.
If a fact later proves wrong:
Correction — [date]
If another record appears:
Additional Evidence — [date]
If the person changes their interpretation:
Later Perspective — [date]
If two people remember something differently:
Structured Disagreement — unresolved
If a new Bill draft changes numbering, the story body stays put. Stable R1-R6 labels and topic tags may be updated, and new notes may be appended.
CONTINUITY-NOTE RULE
Notes appended after a frozen story are not retroactive edits. Each note should say what changed or what new example became available. A note may explain a new statutory concept, add evidence, preserve a changed interpretation, or connect the story to a new technology or support method.
Where a note relies on one person's report rather than an independent record, it should say so naturally when that distinction matters. This is not a requirement to put a warning label on every paragraph of the Ark.
Notes appended after a frozen story are not retroactive edits. Each note should say what changed or what new example became available. A note may explain a new statutory concept, add evidence, preserve a changed interpretation, or connect the story to a new technology or support method.
Where a note relies on one person's report rather than an independent record, it should say so naturally when that distinction matters. This is not a requirement to put a warning label on every paragraph of the Ark.
STORY ONE — STEPHEN
The Person Was Already There
Rights demonstrated: R1 Remember · R2 Understand · R3 Be Understood · R4 Participate · R5 Carry Forward · R6 Know and Challenge
Topic tags: Communication · Disability · Family Knowledge · Technology · Personal Meaning
Stephen's story is not about proving that a nonverbal person secretly possessed some magical ability nobody else could see.
It is about something simpler.
A person who does not communicate the way the system expects may still be communicating all the time.
When Ricky met Beth in 2016, she told him about serious harm her son had reportedly suffered while living in institutional care. Some of the early history comes from Beth's account rather than Ricky's personal observation, and the permanent record should preserve that distinction. Ricky recalls beginning long drives to visit Stephen shortly after meeting Beth and seeing how much knowledge Beth carried about her son's history, interests, trauma, and behavior.
Ricky did not enter Stephen's life alone.
He had Beth.
Beth had already spent years fighting for her son.
What Ricky brought was another person willing to listen to what she knew and then help create opportunities for Stephen to participate in ordinary life.
One of the early successes was remarkably ordinary:
Stephen went outside and used the swings.
That mattered because the visits had been dominated by institutions, travel, trauma, and limitations.
An ordinary trip outside became evidence of something larger:
Stephen could enjoy things.
Stephen could participate.
Stephen had preferences.
Over time the visits became movies, malls, parks, stores, outings, and family activities. Ricky's surviving chronology also preserves contemporaneous concerns about missed social stories, oversized clothing, and prescribed orthotic inserts, alongside the family's efforts to give Stephen more experiences outside the facility.
At the Raynham flea market, after Beth spent significant time helping Stephen with personal care, Stephen explored the market.
Ricky intentionally stayed some distance away.
The point was not to make Stephen perform.
It was to give him space.
When they eventually moved toward the exit, Stephen grabbed the doorframe.
He did not want to leave.
So they stopped treating departure as a command and treated his behavior as communication.
They followed his interest back toward a candy table he had been watching.
That moment matters because Stephen had answered a question without conventional speech.
He had made a choice.
Later Beth bought Stephen an iPad.
Ricky remembers how happy Beth was when Stephen began using devices again to spell, search for things, collect favorite videos, listen to music, and eventually make video calls. The surviving chronology independently records the major change Ricky perceived after the iPad arrived: Stephen was searching the internet, listening to music, and indicating interests rather than simply appearing inactive.
That technology did not create Stephen.
It gave Stephen another channel through which other people could recognize what was already there.
Years later, Ricky found photographs and videos from the positive years that had survived.
One of the most meaningful showed Stephen helping his sister up a steep rock at Purgatory Chasm.
Ricky was not there.
That is part of why the memory matters.
Stephen's progress did not belong to Ricky.
It belonged to Stephen.
The proper goal of advocacy was never to make Stephen dependent upon one perfect advocate.
It was to increase the number of ways Stephen could participate in his own life.
Topic tags: Communication · Disability · Family Knowledge · Technology · Personal Meaning
Stephen's story is not about proving that a nonverbal person secretly possessed some magical ability nobody else could see.
It is about something simpler.
A person who does not communicate the way the system expects may still be communicating all the time.
When Ricky met Beth in 2016, she told him about serious harm her son had reportedly suffered while living in institutional care. Some of the early history comes from Beth's account rather than Ricky's personal observation, and the permanent record should preserve that distinction. Ricky recalls beginning long drives to visit Stephen shortly after meeting Beth and seeing how much knowledge Beth carried about her son's history, interests, trauma, and behavior.
Ricky did not enter Stephen's life alone.
He had Beth.
Beth had already spent years fighting for her son.
What Ricky brought was another person willing to listen to what she knew and then help create opportunities for Stephen to participate in ordinary life.
One of the early successes was remarkably ordinary:
Stephen went outside and used the swings.
That mattered because the visits had been dominated by institutions, travel, trauma, and limitations.
An ordinary trip outside became evidence of something larger:
Stephen could enjoy things.
Stephen could participate.
Stephen had preferences.
Over time the visits became movies, malls, parks, stores, outings, and family activities. Ricky's surviving chronology also preserves contemporaneous concerns about missed social stories, oversized clothing, and prescribed orthotic inserts, alongside the family's efforts to give Stephen more experiences outside the facility.
At the Raynham flea market, after Beth spent significant time helping Stephen with personal care, Stephen explored the market.
Ricky intentionally stayed some distance away.
The point was not to make Stephen perform.
It was to give him space.
When they eventually moved toward the exit, Stephen grabbed the doorframe.
He did not want to leave.
So they stopped treating departure as a command and treated his behavior as communication.
They followed his interest back toward a candy table he had been watching.
That moment matters because Stephen had answered a question without conventional speech.
He had made a choice.
Later Beth bought Stephen an iPad.
Ricky remembers how happy Beth was when Stephen began using devices again to spell, search for things, collect favorite videos, listen to music, and eventually make video calls. The surviving chronology independently records the major change Ricky perceived after the iPad arrived: Stephen was searching the internet, listening to music, and indicating interests rather than simply appearing inactive.
That technology did not create Stephen.
It gave Stephen another channel through which other people could recognize what was already there.
Years later, Ricky found photographs and videos from the positive years that had survived.
One of the most meaningful showed Stephen helping his sister up a steep rock at Purgatory Chasm.
Ricky was not there.
That is part of why the memory matters.
Stephen's progress did not belong to Ricky.
It belonged to Stephen.
The proper goal of advocacy was never to make Stephen dependent upon one perfect advocate.
It was to increase the number of ways Stephen could participate in his own life.
Why the Act needs this story
Stephen demonstrates R3 and R4: communication is broader than speech, and participation may require people to recognize other forms of expression.
He demonstrates R2 and R4: technology can assist understanding and participation without replacing the person.
He demonstrates R4: support should seek increasing agency rather than permanent restriction.
He demonstrates R1 and R5: knowledge about a person's life cannot safely exist only inside one exhausted family member.
And he demonstrates R6:
There are things Beth reported.
Things Ricky personally witnessed.
Things surviving records show.
Things videos show.
Things institutions may dispute.
And things none of us can now establish with certainty.
A truthful system needs room for all of those states.
He demonstrates R2 and R4: technology can assist understanding and participation without replacing the person.
He demonstrates R4: support should seek increasing agency rather than permanent restriction.
He demonstrates R1 and R5: knowledge about a person's life cannot safely exist only inside one exhausted family member.
And he demonstrates R6:
There are things Beth reported.
Things Ricky personally witnessed.
Things surviving records show.
Things videos show.
Things institutions may dispute.
And things none of us can now establish with certainty.
A truthful system needs room for all of those states.
v5 Continuity Notes — appended, not a rewrite
Why this story remains important after simplification: Stephen shows why a continuity system must preserve more than institutional descriptions. Behavior, video, technology use, family knowledge, and ordinary activities can all help later supporters understand how a person communicates and what may matter to them.
Context rule: Stephen grabbing the doorframe is an observed event. The interpretation that he did not want to leave is a contextual inference supported by what happened next; it should not be rewritten as though Stephen verbally stated a reason he did not state. That distinction is exactly what R3 protects.
Media rule: photographs and video can preserve abilities, relationships, expressions, and moments of participation that a service record may never describe. Personal memory media therefore belongs inside R1.
Why this story remains important after simplification: Stephen shows why a continuity system must preserve more than institutional descriptions. Behavior, video, technology use, family knowledge, and ordinary activities can all help later supporters understand how a person communicates and what may matter to them.
Context rule: Stephen grabbing the doorframe is an observed event. The interpretation that he did not want to leave is a contextual inference supported by what happened next; it should not be rewritten as though Stephen verbally stated a reason he did not state. That distinction is exactly what R3 protects.
Media rule: photographs and video can preserve abilities, relationships, expressions, and moments of participation that a service record may never describe. Personal memory media therefore belongs inside R1.
STORY TWO — BETH
When the Mother Becomes the Database
Rights demonstrated: R1 Remember · R3 Be Understood · R4 Participate · R5 Carry Forward
Topic tags: Family Continuity · Advocate Knowledge · Burnout · Transition
Beth's story should not disappear inside Ricky's.
She had been carrying Stephen's history before Ricky arrived.
She remembered what he had once been able to do.
She remembered previous services.
She knew what frightened him.
She knew what he enjoyed.
She knew when something had changed.
She fought institutions she believed were failing him.
She also carried guilt, fear, anxiety, unanswered questions, and the repeated obligation to tell new people what had already happened.
Ricky's chronology repeatedly records Beth dealing with service providers, trying to secure meaningful activities, responding to concerns about care, and carrying severe emotional distress when she believed Stephen was being ignored or harmed.
The lesson of Beth's story is not:
Mothers know everything.
It is:
A parent may know enormous amounts about their child, but no parent should be required to function as the entire permanent information infrastructure around that child.
People become tired.
People become sick.
Relationships end.
People die.
Records must survive them.
Beth therefore supports the Act's requirement that continuity follow the person, not merely the advocate.
Topic tags: Family Continuity · Advocate Knowledge · Burnout · Transition
Beth's story should not disappear inside Ricky's.
She had been carrying Stephen's history before Ricky arrived.
She remembered what he had once been able to do.
She remembered previous services.
She knew what frightened him.
She knew what he enjoyed.
She knew when something had changed.
She fought institutions she believed were failing him.
She also carried guilt, fear, anxiety, unanswered questions, and the repeated obligation to tell new people what had already happened.
Ricky's chronology repeatedly records Beth dealing with service providers, trying to secure meaningful activities, responding to concerns about care, and carrying severe emotional distress when she believed Stephen was being ignored or harmed.
The lesson of Beth's story is not:
Mothers know everything.
It is:
A parent may know enormous amounts about their child, but no parent should be required to function as the entire permanent information infrastructure around that child.
People become tired.
People become sick.
Relationships end.
People die.
Records must survive them.
Beth therefore supports the Act's requirement that continuity follow the person, not merely the advocate.
v5 Continuity Notes — appended, not a rewrite
Why this story remains important after simplification: Beth shows that family knowledge can be enormously valuable without becoming infallible. A continuity system should preserve what a parent knew, feared, remembered, and tried, while still allowing later records, disagreement, correction, and the person's own voice to coexist.
Design lesson: continuity should reduce the amount of irreplaceable knowledge stored inside one exhausted person. R1 preserves it; R5 carries it forward; R4 makes it usable by a team rather than one permanent advocate.
Why this story remains important after simplification: Beth shows that family knowledge can be enormously valuable without becoming infallible. A continuity system should preserve what a parent knew, feared, remembered, and tried, while still allowing later records, disagreement, correction, and the person's own voice to coexist.
Design lesson: continuity should reduce the amount of irreplaceable knowledge stored inside one exhausted person. R1 preserves it; R5 carries it forward; R4 makes it usable by a team rather than one permanent advocate.
STORY THREE — DALLAS
An Ordinary Life Should Not Require Extraordinary Bureaucratic Skill
Rights demonstrated: R1 Remember · R2 Understand · R3 Be Understood · R4 Participate · R5 Carry Forward · R6 Know and Challenge
Topic tags: Education · Employment · Neurology · Mental Health · Disability Services · Goals
Dallas's story should not begin at a psychiatric hospital.
It should begin with what Dallas wants.
His own continuity file identifies goals including supported employment, returning to a GED program, better behavioral-health support, a workable budget, and eventually greater housing independence. It also identifies fragmented coordination among services as a barrier and states that Dallas responds best to clear goals and visible progress.
These are not extraordinary demands.
Dallas wants an education.
He wants work where he feels useful.
He wants money.
He wants independence.
He wants relationships.
He wants things to do.
The difficulty is that obtaining those ordinary things may require navigation across disability services, medical providers, vocational systems, educational programs, transportation, insurance, housing, and benefits.
Dallas also carries complicated medical context.
His records and personal continuity file describe a history involving major neurological injury around birth, a VP shunt, seizure disorder, developmental or cognitive limitations, ADHD, and other medical and psychiatric diagnoses.
In July 2025, Westborough's own records documented both the psychiatric presentation that brought Dallas into the hospital and his medical history of traumatic brain injury and seizure disorder.
That record demonstrates why continuity matters even when different professionals interpret the meaning differently.
The neurological information does not automatically disprove a psychiatric diagnosis.
A psychiatric diagnosis does not make the neurological history irrelevant.
The proper question is:
What does the whole record tell us about Dallas?
That is R1, R2, and R3 in practice.
Dallas should not need to personally remember every diagnosis, old surgery, medication, service provider, previous educational plan, employment program, and benefit rule before a professional can understand him.
Nor should an AI decide which diagnosis is “the real one.”
The AI's job should be:
Here is the neurological history.
Here is the psychiatric history.
Here are the medications.
Here are the changes.
Here is what Dallas says.
Here is what his family says.
Here are the areas of agreement.
Here are the unresolved questions.
Then a human can do something useful with it.
Dallas also shows why continuity must tolerate breaks.
This work is overwhelming.
If Dallas stops documenting for months, his goals should not vanish.
A continuity system should allow him to return later and say:
Where were we?
Not:
Start your life story again.
Topic tags: Education · Employment · Neurology · Mental Health · Disability Services · Goals
Dallas's story should not begin at a psychiatric hospital.
It should begin with what Dallas wants.
His own continuity file identifies goals including supported employment, returning to a GED program, better behavioral-health support, a workable budget, and eventually greater housing independence. It also identifies fragmented coordination among services as a barrier and states that Dallas responds best to clear goals and visible progress.
These are not extraordinary demands.
Dallas wants an education.
He wants work where he feels useful.
He wants money.
He wants independence.
He wants relationships.
He wants things to do.
The difficulty is that obtaining those ordinary things may require navigation across disability services, medical providers, vocational systems, educational programs, transportation, insurance, housing, and benefits.
Dallas also carries complicated medical context.
His records and personal continuity file describe a history involving major neurological injury around birth, a VP shunt, seizure disorder, developmental or cognitive limitations, ADHD, and other medical and psychiatric diagnoses.
In July 2025, Westborough's own records documented both the psychiatric presentation that brought Dallas into the hospital and his medical history of traumatic brain injury and seizure disorder.
That record demonstrates why continuity matters even when different professionals interpret the meaning differently.
The neurological information does not automatically disprove a psychiatric diagnosis.
A psychiatric diagnosis does not make the neurological history irrelevant.
The proper question is:
What does the whole record tell us about Dallas?
That is R1, R2, and R3 in practice.
Dallas should not need to personally remember every diagnosis, old surgery, medication, service provider, previous educational plan, employment program, and benefit rule before a professional can understand him.
Nor should an AI decide which diagnosis is “the real one.”
The AI's job should be:
Here is the neurological history.
Here is the psychiatric history.
Here are the medications.
Here are the changes.
Here is what Dallas says.
Here is what his family says.
Here are the areas of agreement.
Here are the unresolved questions.
Then a human can do something useful with it.
Dallas also shows why continuity must tolerate breaks.
This work is overwhelming.
If Dallas stops documenting for months, his goals should not vanish.
A continuity system should allow him to return later and say:
Where were we?
Not:
Start your life story again.
v5 Continuity Notes — appended, not a rewrite
Additional Evidence — August 19, 2026: Ricky reports that Dallas started his own Blogger page but became discouraged and has not continued it. The lesson is not that Dallas cannot write. His existing file describes him as creative and interested in writing, and his continuity material identifies a GED as an ongoing goal. The problem is that a blank page and an account do not provide continuity support by themselves. A person may benefit from conversation-derived notes, prompts, reminders of where they stopped, and an AI or human partner who can help organize work without taking authorship away from them.
Later Perspective — August 19, 2026: Earlier Ricky sometimes described teasing Dallas as a way to interrupt a rant or redirect attention. Ricky now says he has stopped picking on Dallas in ways that he has observed can set Dallas off, because the reaction may carry into later interactions with other people. He also reports witnessing other people set Dallas off and then being unable to calm the aftermath. This does not erase the earlier observation. It demonstrates why a contextual model must be allowed to change when experience shows that a support strategy has costs.
Design lesson: R3 should preserve the difference between “this sometimes redirected Dallas” and “this is always good for Dallas.” R4 should let the support strategy evolve.
Additional Evidence — August 19, 2026: Ricky reports that Dallas started his own Blogger page but became discouraged and has not continued it. The lesson is not that Dallas cannot write. His existing file describes him as creative and interested in writing, and his continuity material identifies a GED as an ongoing goal. The problem is that a blank page and an account do not provide continuity support by themselves. A person may benefit from conversation-derived notes, prompts, reminders of where they stopped, and an AI or human partner who can help organize work without taking authorship away from them.
Later Perspective — August 19, 2026: Earlier Ricky sometimes described teasing Dallas as a way to interrupt a rant or redirect attention. Ricky now says he has stopped picking on Dallas in ways that he has observed can set Dallas off, because the reaction may carry into later interactions with other people. He also reports witnessing other people set Dallas off and then being unable to calm the aftermath. This does not erase the earlier observation. It demonstrates why a contextual model must be allowed to change when experience shows that a support strategy has costs.
Design lesson: R3 should preserve the difference between “this sometimes redirected Dallas” and “this is always good for Dallas.” R4 should let the support strategy evolve.
STORY FOUR — BRANDON
Independence Without Understanding Is Not Independence
Rights demonstrated: R1 Remember · R2 Understand · R3 Be Understood · R4 Participate · R5 Carry Forward · R6 Know and Challenge
Topic tags: Communication · Financial Understanding · Hearing · Health · Education · Independence · Family
Brandon's story is perhaps the clearest example of why the Act should protect assisted understanding, not merely access to documents.
Brandon likes written instructions.
Ricky's working file describes someone who will read information repeatedly until he understands it, while being pressed for an immediate answer can confuse him. The same file describes his interest in getting a GED, employment, music, rapping, boxing, family, and ordinary companionship.
That means the problem is not simply:
Brandon doesn't understand.
The better question is:
How are we presenting information to Brandon?
His July 2025 Funds Management Training Plan is particularly revealing.
The document describes Brandon as “100% independent with his own funds,” states that he has no guardian and has his own bank and ABLE accounts, but also says he needs assistance with transaction records and receipts and identifies Nonotuck Resource as his representative payee.
Those statements may have a perfectly lawful explanation.
But Brandon should be able to understand that explanation.
Ricky's later notes record Brandon reporting that he owed thousands of dollars relating to Social Security without understanding why, and Ricky filed a complaint after becoming concerned about the way Brandon was being treated while asking questions.
Brandon has now reportedly learned that approximately $4,000 is being held or managed for his benefit.
He has questions.
What is the money?
Where did it come from?
Is it connected to the earlier reported overpayment?
Who controls it?
Why?
What may it be used for?
Why are receipts required?
Who receives the receipts?
What happens when a receipt is missing?
Can money be moved into the ABLE account?
If so, what happens to the receipt process?
Those questions do not prove financial misconduct.
They prove Brandon does not yet understand the financial system surrounding him.
And the provider's own document already acknowledges that he needs assistance with records and receipts.
That is why R2, R4, and R6 matter together.
If Brandon is forgetful, “save all your receipts” cannot be the complete support plan.
Maybe the solution is photographs.
A shared ledger.
An envelope.
A phone application.
Handwritten receipts.
Bank statements.
A supporter.
An AI categorizing transactions.
Something.
The answer should be better scaffolding, not waiting until the person loses paperwork and blaming the known disability.
Topic tags: Communication · Financial Understanding · Hearing · Health · Education · Independence · Family
Brandon's story is perhaps the clearest example of why the Act should protect assisted understanding, not merely access to documents.
Brandon likes written instructions.
Ricky's working file describes someone who will read information repeatedly until he understands it, while being pressed for an immediate answer can confuse him. The same file describes his interest in getting a GED, employment, music, rapping, boxing, family, and ordinary companionship.
That means the problem is not simply:
Brandon doesn't understand.
The better question is:
How are we presenting information to Brandon?
His July 2025 Funds Management Training Plan is particularly revealing.
The document describes Brandon as “100% independent with his own funds,” states that he has no guardian and has his own bank and ABLE accounts, but also says he needs assistance with transaction records and receipts and identifies Nonotuck Resource as his representative payee.
Those statements may have a perfectly lawful explanation.
But Brandon should be able to understand that explanation.
Ricky's later notes record Brandon reporting that he owed thousands of dollars relating to Social Security without understanding why, and Ricky filed a complaint after becoming concerned about the way Brandon was being treated while asking questions.
Brandon has now reportedly learned that approximately $4,000 is being held or managed for his benefit.
He has questions.
What is the money?
Where did it come from?
Is it connected to the earlier reported overpayment?
Who controls it?
Why?
What may it be used for?
Why are receipts required?
Who receives the receipts?
What happens when a receipt is missing?
Can money be moved into the ABLE account?
If so, what happens to the receipt process?
Those questions do not prove financial misconduct.
They prove Brandon does not yet understand the financial system surrounding him.
And the provider's own document already acknowledges that he needs assistance with records and receipts.
That is why R2, R4, and R6 matter together.
If Brandon is forgetful, “save all your receipts” cannot be the complete support plan.
Maybe the solution is photographs.
A shared ledger.
An envelope.
A phone application.
Handwritten receipts.
Bank statements.
A supporter.
An AI categorizing transactions.
Something.
The answer should be better scaffolding, not waiting until the person loses paperwork and blaming the known disability.
The stove
Ricky's file also records Brandon reporting that he cannot use the stove after burning food years earlier and describes Ricky's frustration that the restriction appears to have continued rather than being paired with new technology, retraining, or a route toward greater independence.
Again:
We should not write:
Brandon has an absolute right to use any stove however he wants.
We should ask:
What would make cooking reasonably safe?
Timer?
Automatic shutoff?
Induction equipment?
Prompting?
Remote support?
Supervised practice?
Different appliances?
Training?
If nobody has asked those questions for six years, the problem may no longer be the original burned hot dog.
The problem may be a system that knows how to restrict but has forgotten to ask how to restore independence.
That is R4 in practice.
Ricky's file also records Brandon reporting that he cannot use the stove after burning food years earlier and describes Ricky's frustration that the restriction appears to have continued rather than being paired with new technology, retraining, or a route toward greater independence.
Again:
We should not write:
Brandon has an absolute right to use any stove however he wants.
We should ask:
What would make cooking reasonably safe?
Timer?
Automatic shutoff?
Induction equipment?
Prompting?
Remote support?
Supervised practice?
Different appliances?
Training?
If nobody has asked those questions for six years, the problem may no longer be the original burned hot dog.
The problem may be a system that knows how to restrict but has forgotten to ask how to restore independence.
That is R4 in practice.
What Brandon actually wants
The permanent story should not turn him into a pile of deficits.
Brandon works.
He wants more education.
He likes music.
He likes people.
He likes jokes.
He wants family.
He wants more responsibility.
He asks questions.
He sometimes needs those answers presented differently.
That is not a reason to treat him like a child.
It is a reason to build support that actually fits the adult in front of us.
Brandon works.
He wants more education.
He likes music.
He likes people.
He likes jokes.
He wants family.
He wants more responsibility.
He asks questions.
He sometimes needs those answers presented differently.
That is not a reason to treat him like a child.
It is a reason to build support that actually fits the adult in front of us.
v5 Continuity Notes — appended, not a rewrite
Additional Evidence — supported technology use: Ricky reports that after Brandon received a new iPhone, Ricky talked him through connecting his hearing aids by telephone because nobody physically around Brandon was walking him through the setup. Brandon performed the steps himself. Ricky's description is that Brandon needed explanation and confidence, not somebody to take the phone and do the task for him. This is the clearest working example of supported skill-building in R4.
Why the hearing example matters: Brandon's existing file records that hearing difficulties affected him when he was younger and that newer hearing aids work much better for him. A continuity system that knows this can treat hearing access as relevant context rather than interpreting repeated requests for clarification as inattentiveness or inability.
Additional Evidence — family, honesty, and openness: Ricky describes Brandon as unusually open and “honest to a fault” and says he has told Brandon that trusted family may review what Ricky tells him and screenshots of their conversations. The policy lesson is not that Brandon has no privacy. It is that a person's actual preference for openness matters too. R5 therefore protects self-directed openness while keeping specific publication, research, and AI-training permissions separable.
Additional Evidence — memories of his mother: Brandon's working file records that he repeatedly brings up his mother and often adds another small memory. Those moments are a strong use case for R1 conversation notes and personal memory media. AI may notice the recurring topic and help preserve what Brandon says; it should not invent the meaning of a particular date or reference if Brandon has not explained it.
Additional Evidence — supported technology use: Ricky reports that after Brandon received a new iPhone, Ricky talked him through connecting his hearing aids by telephone because nobody physically around Brandon was walking him through the setup. Brandon performed the steps himself. Ricky's description is that Brandon needed explanation and confidence, not somebody to take the phone and do the task for him. This is the clearest working example of supported skill-building in R4.
Why the hearing example matters: Brandon's existing file records that hearing difficulties affected him when he was younger and that newer hearing aids work much better for him. A continuity system that knows this can treat hearing access as relevant context rather than interpreting repeated requests for clarification as inattentiveness or inability.
Additional Evidence — family, honesty, and openness: Ricky describes Brandon as unusually open and “honest to a fault” and says he has told Brandon that trusted family may review what Ricky tells him and screenshots of their conversations. The policy lesson is not that Brandon has no privacy. It is that a person's actual preference for openness matters too. R5 therefore protects self-directed openness while keeping specific publication, research, and AI-training permissions separable.
Additional Evidence — memories of his mother: Brandon's working file records that he repeatedly brings up his mother and often adds another small memory. Those moments are a strong use case for R1 conversation notes and personal memory media. AI may notice the recurring topic and help preserve what Brandon says; it should not invent the meaning of a particular date or reference if Brandon has not explained it.
STORY FIVE — RICKY'S MEDICAL RECORD
What Good Are Forty Years of Records if Nobody Connects Them?
Rights demonstrated: R1 Remember · R2 Understand · R3 Be Understood · R4 Participate · R5 Carry Forward · R6 Know and Challenge
Topic tags: Medical Continuity · Longitudinal Review · Crisis · AI Assistance · Explanation
Ricky's medical story should not claim that modern AI magically discovered medicine that doctors had never studied.
The stronger point is almost the opposite.
Much of the underlying medical knowledge already existed.
Researchers had done work.
Individual doctors had collected data.
Laboratories had generated results.
Hospitals had recorded symptoms.
Different professionals had observed different pieces.
The failure was continuity.
Older behavioral-health records preserve physical complaints existing alongside psychiatric treatment. A 2016 evaluation recorded active medical problems and a history of major mental-health crises while also noting the need for additional medical and psychiatric evaluation.
Years later, a 2024 court-ordered competency evaluation explicitly recorded hyperthyroidism and Ricky's report that prior anxiety, depression, and suicide attempts occurred in the context of his thyroid condition not being adequately managed. The evaluator nevertheless found him competent, coherent, capable of rational participation, and specifically noted that he needed information thoroughly explained, sometimes clarified again, and time to express himself.
That is almost a miniature version of this entire Act.
Medical continuity.
Meaningful explanation.
Time to participate.
No assumption that needing explanation equals incompetence.
The policy question is therefore:
If historical information is already available, why should every new clinician effectively begin with only the small portion they happen to see today?
A forty-year medical archive is not valuable because it contains forty years of PDFs.
It becomes valuable when somebody—or something—can compare them.
AI may be extraordinarily useful for that task.
It can search.
Compare dates.
Track laboratory values.
Notice repeated symptoms.
Identify changes in diagnosis.
Retrieve old findings.
Ask whether an unresolved abnormality was ever followed up.
But the AI does not get to declare:
This is your diagnosis.
It gets to say:
There is something here a human doctor should look at.
That is the difference between authority and assistance.
And that is R1, R2, and R5 in practice.
Topic tags: Medical Continuity · Longitudinal Review · Crisis · AI Assistance · Explanation
Ricky's medical story should not claim that modern AI magically discovered medicine that doctors had never studied.
The stronger point is almost the opposite.
Much of the underlying medical knowledge already existed.
Researchers had done work.
Individual doctors had collected data.
Laboratories had generated results.
Hospitals had recorded symptoms.
Different professionals had observed different pieces.
The failure was continuity.
Older behavioral-health records preserve physical complaints existing alongside psychiatric treatment. A 2016 evaluation recorded active medical problems and a history of major mental-health crises while also noting the need for additional medical and psychiatric evaluation.
Years later, a 2024 court-ordered competency evaluation explicitly recorded hyperthyroidism and Ricky's report that prior anxiety, depression, and suicide attempts occurred in the context of his thyroid condition not being adequately managed. The evaluator nevertheless found him competent, coherent, capable of rational participation, and specifically noted that he needed information thoroughly explained, sometimes clarified again, and time to express himself.
That is almost a miniature version of this entire Act.
Medical continuity.
Meaningful explanation.
Time to participate.
No assumption that needing explanation equals incompetence.
The policy question is therefore:
If historical information is already available, why should every new clinician effectively begin with only the small portion they happen to see today?
A forty-year medical archive is not valuable because it contains forty years of PDFs.
It becomes valuable when somebody—or something—can compare them.
AI may be extraordinarily useful for that task.
It can search.
Compare dates.
Track laboratory values.
Notice repeated symptoms.
Identify changes in diagnosis.
Retrieve old findings.
Ask whether an unresolved abnormality was ever followed up.
But the AI does not get to declare:
This is your diagnosis.
It gets to say:
There is something here a human doctor should look at.
That is the difference between authority and assistance.
And that is R1, R2, and R5 in practice.
v5 Continuity Notes — appended, not a rewrite
Source-design lesson: Ricky's medical timeline itself mixes dated laboratory values and appointments with uncertain dates, remembered experiences, jokes, questions, and later interpretation. That mixture is not a reason to sanitize the source. R1 preserves it; R3 helps distinguish source data from interpretation; R6 lets later readers challenge conclusions without rewriting what Ricky wrote at the time.
Crisis-continuity lesson: a person who is physically or psychologically overwhelmed may be least able to reconstruct decades of medical history at the exact moment that continuity matters most. R4 and the voluntary crisis-continuity provisions are intended to let a person prepare context and trusted contacts before that happens.
Source-design lesson: Ricky's medical timeline itself mixes dated laboratory values and appointments with uncertain dates, remembered experiences, jokes, questions, and later interpretation. That mixture is not a reason to sanitize the source. R1 preserves it; R3 helps distinguish source data from interpretation; R6 lets later readers challenge conclusions without rewriting what Ricky wrote at the time.
Crisis-continuity lesson: a person who is physically or psychologically overwhelmed may be least able to reconstruct decades of medical history at the exact moment that continuity matters most. R4 and the voluntary crisis-continuity provisions are intended to let a person prepare context and trusted contacts before that happens.
STORY SIX — RICKY'S LEGAL RECORD
When Asking Questions Becomes Part of the Record
Rights demonstrated: R1 Remember · R2 Understand · R3 Be Understood · R5 Carry Forward · R6 Know and Challenge
Topic tags: Legal Continuity · Chronology · Advocacy · Provenance · Institutional Decision-Making
Ricky's legal story should also be narrower and stronger than the older “the system weaponized competency” framing.
The record itself gives us enough without pretending we can prove everybody's motive.
In late 2023 and early 2024, Ricky was continuing to request evidence and witness investigation in his criminal case. An email from Attorney Alexander Bergo says he was asking the prosecution about body-camera material and would request an investigator for witnesses. Ricky separately requested arrest video from Warren Police on January 10, 2024.
A court-ordered competency evaluation then occurred.
Its reason-for-referral section records counsel's concerns that Ricky had supposedly fired previous attorneys, focused on grievances, used concrete or nonlinear thinking, and expressed “conspiracy thinking.”
The evaluator reached a different bottom-line conclusion.
She found no indication that he could not rationally understand the proceedings or work with counsel. She recorded that his concerns about attorneys included lack of follow-through concerning evidence and witnesses, and concluded that his views did not necessarily appear rooted in paranoid or delusional mental illness.
That does not, by itself, prove the competency evaluation was retaliation.
But it creates an important policy question:
How do we distinguish difficult advocacy from incapacity?
And:
How can a citizen preserve what they asked for, what counsel said, what records existed, what later appeared, and what remains disputed?
The answer should not be:
AI decides Ricky was right.
The answer should be:
Preserve the chronology.
Preserve the emails.
Preserve the evaluation.
Preserve the court record.
Preserve later evidence.
Preserve the disagreements.
Then let another human review it.
That is exactly what R1, R5, and R6 are for.
Topic tags: Legal Continuity · Chronology · Advocacy · Provenance · Institutional Decision-Making
Ricky's legal story should also be narrower and stronger than the older “the system weaponized competency” framing.
The record itself gives us enough without pretending we can prove everybody's motive.
In late 2023 and early 2024, Ricky was continuing to request evidence and witness investigation in his criminal case. An email from Attorney Alexander Bergo says he was asking the prosecution about body-camera material and would request an investigator for witnesses. Ricky separately requested arrest video from Warren Police on January 10, 2024.
A court-ordered competency evaluation then occurred.
Its reason-for-referral section records counsel's concerns that Ricky had supposedly fired previous attorneys, focused on grievances, used concrete or nonlinear thinking, and expressed “conspiracy thinking.”
The evaluator reached a different bottom-line conclusion.
She found no indication that he could not rationally understand the proceedings or work with counsel. She recorded that his concerns about attorneys included lack of follow-through concerning evidence and witnesses, and concluded that his views did not necessarily appear rooted in paranoid or delusional mental illness.
That does not, by itself, prove the competency evaluation was retaliation.
But it creates an important policy question:
How do we distinguish difficult advocacy from incapacity?
And:
How can a citizen preserve what they asked for, what counsel said, what records existed, what later appeared, and what remains disputed?
The answer should not be:
AI decides Ricky was right.
The answer should be:
Preserve the chronology.
Preserve the emails.
Preserve the evaluation.
Preserve the court record.
Preserve later evidence.
Preserve the disagreements.
Then let another human review it.
That is exactly what R1, R5, and R6 are for.
v5 Continuity Notes — appended, not a rewrite
Permanent-record rule: the Ark contains accusations Ricky made, some strongly worded. Those historical statements should not be silently rewritten because Ricky later considers another explanation possible or because a new document changes the evidentiary picture. A later statement belongs later. A public legislative summary may describe an accusation as an accusation; the original source remains what it was.
AI-accountability lesson: R6 now operates in both directions. A person may use AI to organize a legal chronology, and if a covered Massachusetts entity later materially uses AI in a consequential decision about that person, the material computational role should be traceable to the extent allowed by law.
Permanent-record rule: the Ark contains accusations Ricky made, some strongly worded. Those historical statements should not be silently rewritten because Ricky later considers another explanation possible or because a new document changes the evidentiary picture. A later statement belongs later. A public legislative summary may describe an accusation as an accusation; the original source remains what it was.
AI-accountability lesson: R6 now operates in both directions. A person may use AI to organize a legal chronology, and if a covered Massachusetts entity later materially uses AI in a consequential decision about that person, the material computational role should be traceable to the extent allowed by law.
STORY SEVEN — RICKY AND BETH
The Failure of the Perfect Advocate
Rights demonstrated: R1 Remember · R3 Be Understood · R4 Participate · R5 Carry Forward
Topic tags: Advocate Burnout · Family · Continuity Through Change · Human Limits
This story should remain uncomfortable.
Ricky spent years behaving as though he could become an entire support system.
He drove.
Documented.
Argued.
Called.
Emailed.
Visited.
Tried to understand medical issues.
Tried to understand service systems.
Tried to help Beth.
Tried to help Stephen.
And he became convinced he could keep doing it.
He could not.
By 2021 his own health had deteriorated, though he did not fully understand what was happening at the time.
His surviving chronology records periods when he felt overwhelmed, physically unwell, increasingly unable to tolerate contradictions, and confused by his own reactions.
Eventually he walked away from Beth and said things he deeply regrets.
A continuity bill should not rewrite that ending into:
Ricky was secretly right about everything.
He wasn't.
The important admission is:
“I thought I could be the support system forever. I couldn't.”
That is a policy lesson.
Responsibility and sole causation are not the same thing.
Ricky can own what he did without claiming responsibility for everything that occurred around him.
And the larger structural lesson survives either way:
A system should never depend upon one exhausted human being remaining perfect.
Not Beth.
Not Ricky.
Not a doctor.
Not a lawyer.
Not a DDS worker.
Not an AI.
That is R4 and R5 in practice.
Topic tags: Advocate Burnout · Family · Continuity Through Change · Human Limits
This story should remain uncomfortable.
Ricky spent years behaving as though he could become an entire support system.
He drove.
Documented.
Argued.
Called.
Emailed.
Visited.
Tried to understand medical issues.
Tried to understand service systems.
Tried to help Beth.
Tried to help Stephen.
And he became convinced he could keep doing it.
He could not.
By 2021 his own health had deteriorated, though he did not fully understand what was happening at the time.
His surviving chronology records periods when he felt overwhelmed, physically unwell, increasingly unable to tolerate contradictions, and confused by his own reactions.
Eventually he walked away from Beth and said things he deeply regrets.
A continuity bill should not rewrite that ending into:
Ricky was secretly right about everything.
He wasn't.
The important admission is:
“I thought I could be the support system forever. I couldn't.”
That is a policy lesson.
Responsibility and sole causation are not the same thing.
Ricky can own what he did without claiming responsibility for everything that occurred around him.
And the larger structural lesson survives either way:
A system should never depend upon one exhausted human being remaining perfect.
Not Beth.
Not Ricky.
Not a doctor.
Not a lawyer.
Not a DDS worker.
Not an AI.
That is R4 and R5 in practice.
v5 Continuity Notes — appended, not a rewrite
Design lesson: support should survive changes in people. R4 allows a team; R5 allows the person's history to move. The goal is not to guarantee that an advocate never becomes exhausted, angry, ill, unavailable, or wrong. The goal is to make the person's continuity less dependent on any one advocate remaining perfect.
Design lesson: support should survive changes in people. R4 allows a team; R5 allows the person's history to move. The goal is not to guarantee that an advocate never becomes exhausted, angry, ill, unavailable, or wrong. The goal is to make the person's continuity less dependent on any one advocate remaining perfect.
STORY EIGHT — THE AI ITSELF
The Second Set of Eyes Can Also Get It Wrong
Rights demonstrated: R1 Remember · R3 Be Understood · R5 Carry Forward · R6 Know and Challenge
Topic tags: AI Error · Provenance · Context Loss · Portability · Human Oversight
The final story is the tool.
Over years of work, different AI systems have helped identify patterns, organize records, explain documents, create timelines, suggest questions, and compare large quantities of information.
They have also forgotten context.
Reset.
Changed behavior.
Lost distinctions.
Confidently repeated unverified claims.
Agreed with one another when agreement did not necessarily mean independent verification.
And sometimes taken whichever dramatic story was most recently supplied and treated it as the new center of the entire project.
That is why this legislation cannot say:
Trust AI.
It must say:
Use AI, but preserve enough provenance that another human or machine can check what it did.
The purpose is not to make artificial intelligence always right.
It is to make the process of thinking traceable.
AI should be replaceable.
The archive should survive it.
That is R1, R3, R5, and R6 in practice.
Topic tags: AI Error · Provenance · Context Loss · Portability · Human Oversight
The final story is the tool.
Over years of work, different AI systems have helped identify patterns, organize records, explain documents, create timelines, suggest questions, and compare large quantities of information.
They have also forgotten context.
Reset.
Changed behavior.
Lost distinctions.
Confidently repeated unverified claims.
Agreed with one another when agreement did not necessarily mean independent verification.
And sometimes taken whichever dramatic story was most recently supplied and treated it as the new center of the entire project.
That is why this legislation cannot say:
Trust AI.
It must say:
Use AI, but preserve enough provenance that another human or machine can check what it did.
The purpose is not to make artificial intelligence always right.
It is to make the process of thinking traceable.
AI should be replaceable.
The archive should survive it.
That is R1, R3, R5, and R6 in practice.
v5 Continuity Notes — appended, not a rewrite
Updated principle: useful AI inevitably forms a working model of the people it assists. The safeguard is not pretending that inference does not occur. The safeguard is traceability: what did the person say, what did a source show, what did another human observe, and what did the AI infer?
Inference is unavoidable. Unaccountable inference is the problem.
An AI should be able to update a contextual model when later experience changes what appears helpful, while preserving enough history to show how the understanding changed.
Updated principle: useful AI inevitably forms a working model of the people it assists. The safeguard is not pretending that inference does not occur. The safeguard is traceability: what did the person say, what did a source show, what did another human observe, and what did the AI infer?
Inference is unavoidable. Unaccountable inference is the problem.
An AI should be able to update a contextual model when later experience changes what appears helpful, while preserving enough history to show how the understanding changed.
DRAFT STORY NINE — RICKY'S FATHER'S VOICE
The Voice That Survived
Rights demonstrated: R1 Remember · R3 Be Understood · R5 Carry Forward
Topic tags: Family · Grief · Voice · Personal Memory Media · Legacy
Status: Draft — not frozen or approved as a permanent story.
After Ricky's father died, Ricky had saved a few voicemail recordings and placed some of them on YouTube with a photograph. Other old messages, emails, or recordings were lost or deleted over time, and Ricky later wrote that he wished he could return to old texts and hear more of his father's voice.
Nothing about this example requires a medical diagnosis, a court case, or an institutional dispute.
That is why it matters.
A voice recording can be tiny in storage and enormous in personal meaning.
A continuity system designed only around what government, hospitals, lawyers, or service providers consider important would miss the point. For some people, hearing a parent's voice again may matter more than hundreds of pages of official records.
The Right to Remember therefore includes personal memory media: voice, photographs, messages, video, handwritten material, and other person-chosen artifacts that help relationships survive time.
Topic tags: Family · Grief · Voice · Personal Memory Media · Legacy
Status: Draft — not frozen or approved as a permanent story.
After Ricky's father died, Ricky had saved a few voicemail recordings and placed some of them on YouTube with a photograph. Other old messages, emails, or recordings were lost or deleted over time, and Ricky later wrote that he wished he could return to old texts and hear more of his father's voice.
Nothing about this example requires a medical diagnosis, a court case, or an institutional dispute.
That is why it matters.
A voice recording can be tiny in storage and enormous in personal meaning.
A continuity system designed only around what government, hospitals, lawyers, or service providers consider important would miss the point. For some people, hearing a parent's voice again may matter more than hundreds of pages of official records.
The Right to Remember therefore includes personal memory media: voice, photographs, messages, video, handwritten material, and other person-chosen artifacts that help relationships survive time.
Why the Act needs this story
R1 should encourage preservation before ordinary deletion, account loss, illness, device changes, or death makes recovery impossible.
R5 should make personally meaningful media portable rather than trapped inside one service.
The story also explains why a modest continuity account can be useful even if most people never fill many gigabytes. The value of storage is not measured only by volume.
R1 should encourage preservation before ordinary deletion, account loss, illness, device changes, or death makes recovery impossible.
R5 should make personally meaningful media portable rather than trapped inside one service.
The story also explains why a modest continuity account can be useful even if most people never fill many gigabytes. The value of storage is not measured only by volume.
Evidence note
The underlying Ark material documents Ricky's statement that he saved several voicemails after his father's death, placed them on YouTube, and wished he still had more old messages. The story does not assume that a technology company secretly retains recoverable copies that Ricky has a present legal right to obtain; that separate question would require evidence and applicable law.
The underlying Ark material documents Ricky's statement that he saved several voicemails after his father's death, placed them on YouTube, and wished he still had more old messages. The story does not assume that a technology company secretly retains recoverable copies that Ricky has a present legal right to obtain; that separate question would require evidence and applicable law.
DRAFT STORY TEN — THE CONVERSATION BECOMES CONTINUITY
People Tell You Who They Are While Talking About Something Else
Rights demonstrated: R1 Remember · R2 Understand · R3 Be Understood · R4 Participate · R5 Carry Forward
Topic tags: Conversation · Note-Making · Learning Style · AI Context · Public Storytelling
Status: Draft — not frozen or approved as a permanent story.
The public Google Meet and YouTube conversations in the Ark show something that formal intake forms usually miss: people reveal useful context while talking naturally.
Kyi Lewis talks about survival, faith, race, family, teaching his daughter to use AI, a book he wants to write, and the kind of questions he believes help AI understand a person.
Kathryn Dressler explains in conversation that she is visual, sends long messages, needs to get thoughts out while they are present, benefits from help structuring large amounts of information, and was raised to debate details closely.
Dallas and Brandon move between health questions, court worries, family memories, jokes, boredom, goals, conflict, and ordinary friendship. The transitions themselves reveal how each person communicates and what explanations or approaches may work differently for each of them.
The legislative lesson is not that every conversation should be recorded or psychologically mined.
It is that when people choose to preserve a lawful conversation, they should be allowed to use human or computational assistance to turn it into continuity notes, reminders, questions, and links back to the original source.
The transcript remains the transcript.
The AI-generated note remains a note.
The contextual inference remains an inference.
And the person should be able to keep building from there instead of beginning every conversation with an empty room.
Topic tags: Conversation · Note-Making · Learning Style · AI Context · Public Storytelling
Status: Draft — not frozen or approved as a permanent story.
The public Google Meet and YouTube conversations in the Ark show something that formal intake forms usually miss: people reveal useful context while talking naturally.
Kyi Lewis talks about survival, faith, race, family, teaching his daughter to use AI, a book he wants to write, and the kind of questions he believes help AI understand a person.
Kathryn Dressler explains in conversation that she is visual, sends long messages, needs to get thoughts out while they are present, benefits from help structuring large amounts of information, and was raised to debate details closely.
Dallas and Brandon move between health questions, court worries, family memories, jokes, boredom, goals, conflict, and ordinary friendship. The transitions themselves reveal how each person communicates and what explanations or approaches may work differently for each of them.
The legislative lesson is not that every conversation should be recorded or psychologically mined.
It is that when people choose to preserve a lawful conversation, they should be allowed to use human or computational assistance to turn it into continuity notes, reminders, questions, and links back to the original source.
The transcript remains the transcript.
The AI-generated note remains a note.
The contextual inference remains an inference.
And the person should be able to keep building from there instead of beginning every conversation with an empty room.
THE COMMON THREAD
Stephen needed people to recognize communication outside conventional speech.
Beth needed continuity that did not exist solely inside a mother's exhausted memory.
Dallas needs ordinary educational and employment goals to survive fragmented systems and breaks in participation.
Brandon needs complicated rules explained in a form he can actually use and restrictions designed around increasing independence rather than permanent control.
Ricky's medical history shows that records are not enough if nobody connects them across time.
Ricky's legal history shows that asking difficult questions can become part of the very record that later needs independent review.
Ricky and Beth show that even deeply committed advocates can break.
And AI shows that even extraordinary computational tools can forget, overstate, misunderstand, and change.
These are different stories.
But they support six connected rights and one principle:
Beth needed continuity that did not exist solely inside a mother's exhausted memory.
Dallas needs ordinary educational and employment goals to survive fragmented systems and breaks in participation.
Brandon needs complicated rules explained in a form he can actually use and restrictions designed around increasing independence rather than permanent control.
Ricky's medical history shows that records are not enough if nobody connects them across time.
Ricky's legal history shows that asking difficult questions can become part of the very record that later needs independent review.
Ricky and Beth show that even deeply committed advocates can break.
And AI shows that even extraordinary computational tools can forget, overstate, misunderstand, and change.
These are different stories.
But they support six connected rights and one principle:
Continuity belongs to the person.
No doctor owns the entire history.
No agency owns it.
No parent owns it.
No advocate owns it.
No court owns it.
No hospital owns it.
No software company owns it.
No artificial intelligence owns it.
Each may hold part of the record.
Each may contribute expertise.
Each may disagree.
Each may be wrong.
The person should still be able to carry the pieces forward.
No agency owns it.
No parent owns it.
No advocate owns it.
No court owns it.
No hospital owns it.
No software company owns it.
No artificial intelligence owns it.
Each may hold part of the record.
Each may contribute expertise.
Each may disagree.
Each may be wrong.
The person should still be able to carry the pieces forward.
THE RIGHT TO REMEMBER ACT — PLAIN-LANGUAGE GUIDE
The whole Bill in six rights
The legal draft is detailed because laws need exceptions, definitions, privacy rules, enforcement, and technical limits. The human idea is much simpler.
R1 — Remember
You can preserve the parts of your life that matter: records, memories, conversations, photographs, messages, voice recordings, goals, corrections, questions, and family history.
If disability, illness, age, poverty, communication problems, or another major barrier makes this difficult, support should be available where a program already has responsibility to help you with planning, communication, education, or daily life.
The law does not decide that only medical or government information matters. A voicemail from your father may matter more to you than a hundred official documents.
R2 — Understand
Important information should be explained in a way you can actually use.
You may need writing, repetition, pictures, captions, extra time, a supporter, an interpreter, or AI. Being handed a document or asked to sign something does not automatically prove you understood it.
Needing help understanding something does not mean you are incompetent.
R3 — Be Understood in Context
People and AI form impressions about other people. Pretending otherwise would be dishonest.
The protection is that an impression or AI inference should not silently become a fact, diagnosis, or statement supposedly made by you.
A useful continuity system can remember things such as:
how you prefer information explained;
what goals you are working toward;
what tends to confuse you;
what support strategies have worked before;
what people, places, songs, foods, activities, or memories keep coming up;
and what questions are still unresolved.
If an inference matters to a serious decision, you should have a reasonable chance to see it, add context, and challenge bad information.
how you prefer information explained;
what goals you are working toward;
what tends to confuse you;
what support strategies have worked before;
what people, places, songs, foods, activities, or memories keep coming up;
and what questions are still unresolved.
R4 — Participate With Support
Support should help you do more, not automatically take over.
A person may use family, friends, professionals, teachers, advocates, accessibility tools, AI, reminders, remote coaching, written instructions, or other lawful help as a team.
If somebody can connect their own hearing aids, learn to cook, study for a GED, manage records, or complete another task with patient step-by-step support, the fact that they needed support does not erase the fact that they did the work.
R5 — Carry and Share Your Context Forward
Your useful history should not be trapped inside one doctor, one provider, one parent, one software company, or one AI.
If you are legally entitled to your information, you should be able to get a usable copy and preserve it elsewhere where reasonably practicable.
You should be able to share only the part you choose. Giving DDS one folder should not automatically give DDS your entire life archive.
Privacy and openness are both choices. Someone may want their medical information private. Someone else may enjoy talking about their disability and want to use their story for public education. The person's actual choice matters.
R6 — Know and Challenge
If a serious decision is made about you, you should be able to ask:
What was decided?
Who was responsible?
What information mattered?
Was AI materially involved?
What did the AI do?
What is disputed?
How do I correct an error?
How do I ask for review?
Using AI to help yourself should not automatically make you less credible.
If the institution uses AI on you, the material role of that AI should not simply disappear from the history of the decision.
What was decided?
Who was responsible?
What information mattered?
Was AI materially involved?
What did the AI do?
What is disputed?
How do I correct an error?
How do I ask for review?
WHAT THE BILL DOES WITH AI
The Act does not say AI is always right.
It says AI may help people:
take and organize notes;
search their own records;
explain complicated information;
compare information across time;
study;
keep track of goals;
preserve memories;
notice possible patterns worth asking about;
prepare questions;
and work with trusted people when those people are not physically present.
AI can infer. AI can also be wrong.
The rule is:
Inference is unavoidable. Unaccountable inference is the problem.
take and organize notes;
search their own records;
explain complicated information;
compare information across time;
study;
keep track of goals;
preserve memories;
notice possible patterns worth asking about;
prepare questions;
and work with trusted people when those people are not physically present.
Inference is unavoidable. Unaccountable inference is the problem.
WHAT A PERSONAL CONTINUITY ACCOUNT COULD LOOK LIKE
A voluntary continuity account could use existing cloud, library, nonprofit, local, or certified private infrastructure. The law should not permanently tie the idea to Google, Microsoft, OpenAI, or any other company.
A person might keep folders such as:
START HERE
ABOUT ME
PEOPLE
GOALS
MEMORIES
MEDICAL
MONEY
EDUCATION
SERVICES
PHOTOS / AUDIO / VIDEO
QUESTIONS
SOURCE RECORDS
CORRECTIONS / LATER PERSPECTIVES
The person could choose separate permissions for private storage, family, supporters, providers, AI context, public sharing, research, and AI development.
Using one piece of the archive for a government form would not automatically open the whole archive to government access.
START HERE
ABOUT ME
PEOPLE
GOALS
MEMORIES
MEDICAL
MONEY
EDUCATION
SERVICES
PHOTOS / AUDIO / VIDEO
QUESTIONS
SOURCE RECORDS
CORRECTIONS / LATER PERSPECTIVES
WHY THE STORIES ARE ATTACHED
The stories are not there to prove that every allegation ever made in the Memory Ark is true.
They show why the rights matter.
The original Ark remains messy on purpose: memories, records, anger, jokes, accusations, corrections, uncertainty, later evidence, AI mistakes, and changed perspectives can all exist in chronological order.
The Bill should not require rewriting that history.
The Human Evidence Library uses stable labels R1-R6 instead of section numbers so the legal draft can change without silently changing somebody's story.
The Ark remembers. The index connects. AI investigates. The source stays untouched.
The Ark remembers. The index connects. AI investigates. The source stays untouched.
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