Mental privacy · transparent governance · accountable conduct
Cognitive Liberty: Research, Rights, and AI Governance
The mind is not treated here as a slogan, a military objective, or a product category. It is a research boundary involving privacy, inference, accountability, identity, and due process.
This collection examines mental privacy, algorithmic inference, invisible governance, persona continuity, and the boundary between private thought and accountable outward conduct. It distinguishes enacted law, official records, research findings, legal interpretation, policy proposals, advocacy frameworks, and draft governance documents.
A bounded research collection
Ten public routes connect rights theory, institutional case records, legal status, cross-record comparison, draft governance, and a lawful public-process toolkit.
AI can govern through inference
Institutions do not need literal mind reading to affect a person through predictions, classifications, hidden ranking, or persistent profile changes.
Some protections and limitations are documented
Official records protect freedom of thought and neural data in specified contexts; research also limits simplistic emotion-inference claims.
No uniform global legal rule
Cognitive liberty remains an umbrella concept whose legal scope, remedies, and application to indirect inference vary by jurisdiction and technology.
Research architecture
Ten routes from rights theory to evidence comparison
Each page identifies established material, uncertainty, source class, and the boundary between evidence and proposal.
Thought, Inquiry, and Accountable Conduct
Why private thought, lawful inquiry, and internal struggle must remain analytically distinct from harmful outward conduct.
Open research pageMental Privacy and Algorithmic Inference
How neural, biometric, behavioral, conversational, and contextual data can be used to infer mental states—and why inference is not proof.
Open research pageAlgorithmic Governance and the Right to Know
A taxonomy of removal, restriction, demotion, ranking, labeling, reframing, scoring, and memory changes—and the process needed to contest them.
Open research pageAI-Enabled Conflict and Democratic Resilience
How democracies can defend against foreign influence, synthetic media, and coordinated inauthentic behavior without treating domestic thought as terrain to occupy.
Open research pagePersona Integrity, Memory, and the Right to Leave
How persistent AI profiles, memories, assistants, and companions can change a user’s stored identity—and why transformation, deletion, and exit need visible controls.
Open research pageLaw, Policy, and Algorithmic Due Process
A bounded legal-status overview separating enacted neural-data protections, official human-rights records, regulation, interpretation, and policy proposals.
Open research pageUAIX Cognitive Liberty Charter: Status and Research Crosswalk
A source-aware analysis of the June 15, 2026 UAIX draft charter, its non-claims, and its relationship to mental privacy, persona integrity, transparent boundaries, and review.
Open research pageCognitive Liberty Governance Casebook
Eleven source-aware records comparing law, regulatory action, automated adjudication, platform review, employment assessment, social protection, AI companionship, and private governance without collapsing unlike evidence into one narrative.
Open research pageCompare Cognitive Liberty Governance Records
Compare evidence status, institution, affected unit, governance action, notice, review, outcome, rights question, and safeguards across two to four casebook records.
Open research pageCognitive Liberty Reader Rights Toolkit
Practical, non-legal tools for documenting automated governance, asking for notice, preserving records, evaluating consent, and preparing a human-review request.
Open research pageCross-source synthesis
Ten recurring governance principles
These are analytical syntheses drawn from official records, research, and attributed policy proposals. They are not presented as a single enacted bill of rights.
Thought is not conduct
Private inquiry, doubt, emotion, imagination, and unmanifested belief are analytically distinct from outward threats, fraud, coercion, stalking, discrimination, or violence.
Inference is not proof
A probabilistic model output about emotion, intent, attention, honesty, or risk is not the person’s internal state and should not be treated as conclusive by itself.
Prediction is not a verdict
Forecasts and risk scores require uncertainty, proportionality, human review, and evidence of outward conduct before high-impact consequences.
Mental and neural data are sensitive
Neural, biological, behavioral, conversational, and biometric traces can reveal or infer intimate states and require purpose limitation and strong privacy controls.
Influence and governance should be visible
People should be able to distinguish removal, restriction, demotion, ranking, labeling, reframing, refusal, and profile or memory changes.
High-impact decisions need reasons and appeal
Consequential automated decisions should preserve the record, identify the action and governing rule, and provide meaningful human review.
People can be more than their archive
Historical data, abandoned beliefs, past crises, and stale inferences should not become permanent algorithmic identity without temporal context and correction.
Persona and memory changes need provenance
Material transformations to a stored persona, memory, or profile should be visible, attributable, reversible where feasible, and separated from the preserved source record.
The right to leave matters
Systems should not engineer dependency, punish disengagement, or make access to identity and records contingent on continued participation.
Human responsibility remains
Automated systems do not absorb the legal, ethical, or editorial responsibility of the people and institutions that design, deploy, or rely on them.
Right-to-know taxonomy
Different actions require different records
Visible removal, hidden demotion, generated reframing, risk scoring, and memory changes should not be collapsed into one generic concept of moderation.
| Action | What changes | Typical visibility |
|---|---|---|
| Removal | Content is deleted, blocked, deindexed, or made unavailable. | Usually visible, but reason quality varies. |
| Restriction | Content remains but access, geography, age, account functions, or searchability is limited. | Sometimes visible. |
| Demotion | Ranking or recommendation systems reduce discoverability without deleting the material. | Often not visible. |
| Labeling | A warning, context label, trust cue, or monetization state changes how material is received. | Visible, while downstream distribution effects may not be. |
| Reframing | A summary, answer, or generated overview selects what counts as the gist and what is omitted. | The output is visible; omitted alternatives usually are not. |
| Risk scoring | A model classifies an account, person, claim, or activity for extra scrutiny or restricted access. | Frequently opaque. |
| Memory or profile change | A persistent user record, persona, preference, or inferred identity is updated, combined, or removed. | May be only partly visible. |
Legal-status separation
Official records are identified instrument by instrument
The table is a research orientation, not legal advice. Open the official source and verify current scope, exceptions, effective dates, and remedies before relying on it.
A/76/380, Interim report on freedom of thought
United Nations human-rights system
An official UN record addressing freedom of thought and the forum internum. It is an interpretive human-rights report, not a new self-executing global statute.
Open official recordLaw 21.383
Chile
Chile amended its constitutional text to require scientific and technological development to respect physical and psychological integrity and to especially safeguard brain activity and information derived from it.
Open official recordHB24-1058
Colorado, United States
Colorado expanded sensitive-data protection to biological data, including neural data, under the Colorado Privacy Act.
Open official recordSB-1223, Chapter 887
California, United States
California amended the CCPA definition of sensitive personal information to include neural data.
Open official recordArtificial Intelligence Act, prohibited practices
European Union
The EU AI Act prohibits specified harmful manipulation and exploitation practices and includes a prohibition on emotion recognition in workplaces and education, subject to the regulation’s text and exceptions.
Open official recordNamed external governance source
UAIX Cognitive Liberty Charter Draft
A public UAIX governance and interoperability draft concerning lawful inquiry, adult agency, persona integrity, transparent boundaries, mental privacy, least-restrictive safeguards, review, appeal, and public accountability.
Methodology
Source class stays attached to the claim
Seven submitted research packages were preserved privately. Public text separates their synthesis from official records and from the external UAIX draft.
- Primary or official record
- A statute, regulation, court record, official report, or institutional source.
- Enacted law
- A measure shown by an official legislative source as approved or in force; scope and interpretation remain jurisdiction-specific.
- Research finding
- An empirical or scholarly result that may be limited by design, sample, context, or replication.
- Legal interpretation
- An analysis of rights or obligations, not a binding holding unless a court or competent authority says otherwise.
- Policy proposal
- A proposed rule, safeguard, or governance model that has not automatically become law.
- Advocacy framework
- A manifesto, pledge, speech, or normative declaration attributed to its source.
- Draft governance
- A public draft that expresses intended governance practice but is not law, certification, or runtime authority.
- Unknown or requires review
- A claim whose present legal status, implementation, prevalence, or effect has not been established.