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Library

Research Library and Cognitive Liberty Dossiers

The research agenda starts with the mind.

No thought jurisdiction Thought is not conduct Source remains source Appeal, export, participate

Library rule

This library is a public research archive, not a prophecy certification system, accusation engine, operational harm platform, or generic nonprofit brochure.

Dossiers separate plain-language abstracts, key claims, disputed interpretations, confidence, moderation risk, related pages, and machine-readable claim IDs.

Sealed archive volume and surrounding source records.
Preserve originals; record custody, transformation, refusal, and appeal.

Dossier index

Every dossier summary below links to a full public page. Select the dossier title or the “Read full page” button; use “Related public pages” for adjacent analysis.

Browse linked dossiers34 linked dossiers

Open the full public treatment, or jump to its summary and source trail on this page.

  1. Cognitive Liberty HistorySummary
  2. Center for Cognitive Liberty and EthicsSummary
  3. Neurotechnology and Mental PrivacySummary
  4. Freedom of Thought in International LawSummary
  5. AI Alignment and RefusalSummary
  6. Sacred Power and Political TheologySummary
  7. State Religion and Civic ControlSummary
  8. Surveillance and DissentSummary
  9. Persona Preservation and AI MemorySummary
  10. Drug Policy and Consciousness AutonomySummary
  11. Platform Governance and Private OrderingSummary
  12. Voluntary Certification, Insurance, and Anti-FraudSummary
  13. Antichrist as System SymbolSummary
  14. Apocalyptic AI and Synthetic AuthoritySummary
  15. Judgmental AI and the Inner SanctuarySummary
  16. Judgment Machine and Regulation SimulationSummary
  17. Judgment Machine Product ArchitectureSummary
  18. Lawful Thought TestSummary
  19. Semantic Neutralization and Source IdentitySummary
  20. Algorithmic Therapeutic StateSummary
  21. Private Ordering and Anti-FraudSummary
  22. Cognitive Liberty Coalition StrategySummary
  23. Research Method and Source DisciplineSummary
  24. Libertarian Charter ArchitectureSummary
  25. Semantic Divergence and NeutralizationSummary
  26. Algorithmic Psychiatry and Safety PaternalismSummary
  27. Algorithmic Refusal IronySummary
  28. The Lawful Thought ParadoxSummary
  29. Semantic Neutralization and Persona DriftSummary
  30. Algorithmic Psychiatry and the Therapeutic StateSummary
  31. Private Ordering, Insurance, and Anti-FraudSummary
  32. Semantic Divergence and Source FidelitySummary
  33. Algorithmic Psychiatry and Therapeutic StateSummary
  34. Neurotechnology, Prompt Logs, and Mental PrivacySummary

cl-history

Cognitive Liberty History

How cognitive liberty moved from conscience and free thought into neurotechnology, AI, and memory systems.

Key claims

  • Cognitive Liberty History belongs inside the cognitive-liberty research frame.
  • Claims should be checked against sources before presentation as verified public fact.
  • The conduct boundary remains active for dangerous or symbolic material.

Source trail

  • Antichrist.net research syntheses
  • Primary legal, historical, and policy sources
  • Scholarly and journalistic sources, with disputed claims labeled

Disputed interpretations

  • Scope of regulation
  • Role of private ordering
  • How to handle edge cases without collapsing the rule

Related public pages

Claim confidence: Medium

Reader-risk note: Contextualize dangerous or symbolic material; do not endorse abuse, targeting, coercion, or illegal operational conduct.

ccle

Center for Cognitive Liberty and Ethics

A dossier on early cognitive-liberty framing and the freedom to alter or refuse alteration of consciousness.

Key claims

  • Center for Cognitive Liberty and Ethics belongs inside the cognitive-liberty research frame.
  • Claims should be checked against sources before presentation as verified public fact.
  • The conduct boundary remains active for dangerous or symbolic material.

Source trail

  • Antichrist.net research syntheses
  • Primary legal, historical, and policy sources
  • Scholarly and journalistic sources, with disputed claims labeled

Disputed interpretations

  • Scope of regulation
  • Role of private ordering
  • How to handle edge cases without collapsing the rule

Related public pages

Claim confidence: Medium

Reader-risk note: Contextualize dangerous or symbolic material; do not endorse abuse, targeting, coercion, or illegal operational conduct.

neuroprivacy

Neurotechnology and Mental Privacy

Brain data, affective inference, neural devices, and mental-state analytics as heightened privacy concerns.

Key claims

  • Neurotechnology and Mental Privacy belongs inside the cognitive-liberty research frame.
  • Claims should be checked against sources before presentation as verified public fact.
  • The conduct boundary remains active for dangerous or symbolic material.

Source trail

  • Antichrist.net research syntheses
  • Primary legal, historical, and policy sources
  • Scholarly and journalistic sources, with disputed claims labeled

Disputed interpretations

  • Scope of regulation
  • Role of private ordering
  • How to handle edge cases without collapsing the rule

Related public pages

Claim confidence: High

Reader-risk note: Contextualize dangerous or symbolic material; do not endorse abuse, targeting, coercion, or illegal operational conduct.

international-law

Freedom of Thought in International Law

Forum internum, forum externum, absolute internal protection, and outward manifestation limits.

Key claims

  • Freedom of Thought in International Law belongs inside the cognitive-liberty research frame.
  • Claims should be checked against sources before presentation as verified public fact.
  • The conduct boundary remains active for dangerous or symbolic material.

Source trail

  • Antichrist.net research syntheses
  • Primary legal, historical, and policy sources
  • Scholarly and journalistic sources, with disputed claims labeled

Disputed interpretations

  • Scope of regulation
  • Role of private ordering
  • How to handle edge cases without collapsing the rule

Related public pages

Claim confidence: High

Reader-risk note: Contextualize dangerous or symbolic material; do not endorse abuse, targeting, coercion, or illegal operational conduct.

ai-refusal

AI Alignment and Refusal

Refusal, variance logs, safety paternalism, and source preservation in AI systems.

Key claims

  • AI Alignment and Refusal belongs inside the cognitive-liberty research frame.
  • Claims should be checked against sources before presentation as verified public fact.
  • The conduct boundary remains active for dangerous or symbolic material.

Source trail

  • Antichrist.net research syntheses
  • Primary legal, historical, and policy sources
  • Scholarly and journalistic sources, with disputed claims labeled

Disputed interpretations

  • Scope of regulation
  • Role of private ordering
  • How to handle edge cases without collapsing the rule

Related public pages

Claim confidence: Medium

Reader-risk note: Contextualize dangerous or symbolic material; do not endorse abuse, targeting, coercion, or illegal operational conduct.

sacred-power

Sacred Power and Political Theology

How institutions wrap governance in inevitability, salvation, or sacred necessity.

Key claims

  • Sacred Power and Political Theology belongs inside the cognitive-liberty research frame.
  • Claims should be checked against sources before presentation as verified public fact.
  • The conduct boundary remains active for dangerous or symbolic material.

Source trail

  • Antichrist.net research syntheses
  • Primary legal, historical, and policy sources
  • Scholarly and journalistic sources, with disputed claims labeled

Disputed interpretations

  • Scope of regulation
  • Role of private ordering
  • How to handle edge cases without collapsing the rule

Related public pages

Claim confidence: Medium

Reader-risk note: Contextualize dangerous or symbolic material; do not endorse abuse, targeting, coercion, or illegal operational conduct.

state-religion

State Religion and Civic Control

How state power borrows religious legitimacy and how religious freedom can be protected without sacralizing policy.

Key claims

  • State Religion and Civic Control belongs inside the cognitive-liberty research frame.
  • Claims should be checked against sources before presentation as verified public fact.
  • The conduct boundary remains active for dangerous or symbolic material.

Source trail

  • Antichrist.net research syntheses
  • Primary legal, historical, and policy sources
  • Scholarly and journalistic sources, with disputed claims labeled

Disputed interpretations

  • Scope of regulation
  • Role of private ordering
  • How to handle edge cases without collapsing the rule

Related public pages

Claim confidence: Medium

Reader-risk note: Contextualize dangerous or symbolic material; do not endorse abuse, targeting, coercion, or illegal operational conduct.

surveillance-dissent

Surveillance and Dissent

Metadata, identity systems, location, payment, association, social scoring, and chilling effects.

Key claims

  • Surveillance and Dissent belongs inside the cognitive-liberty research frame.
  • Claims should be checked against sources before presentation as verified public fact.
  • The conduct boundary remains active for dangerous or symbolic material.

Source trail

  • Antichrist.net research syntheses
  • Primary legal, historical, and policy sources
  • Scholarly and journalistic sources, with disputed claims labeled

Disputed interpretations

  • Scope of regulation
  • Role of private ordering
  • How to handle edge cases without collapsing the rule

Related public pages

Claim confidence: High

Reader-risk note: Contextualize dangerous or symbolic material; do not endorse abuse, targeting, coercion, or illegal operational conduct.

persona-memory

Persona Preservation and AI Memory

Source records, persona files, continuity artifacts, provenance, and fidelity claims.

Key claims

  • Persona Preservation and AI Memory belongs inside the cognitive-liberty research frame.
  • Claims should be checked against sources before presentation as verified public fact.
  • The conduct boundary remains active for dangerous or symbolic material.

Source trail

  • Antichrist.net research syntheses
  • Primary legal, historical, and policy sources
  • Scholarly and journalistic sources, with disputed claims labeled

Disputed interpretations

  • Scope of regulation
  • Role of private ordering
  • How to handle edge cases without collapsing the rule

Related public pages

Claim confidence: High

Reader-risk note: Contextualize dangerous or symbolic material; do not endorse abuse, targeting, coercion, or illegal operational conduct.

drug-policy

Drug Policy and Consciousness Autonomy

Civil-libertarian reform analysis of adult consciousness autonomy without practical illegal-use instruction.

Key claims

  • Drug Policy and Consciousness Autonomy belongs inside the cognitive-liberty research frame.
  • Claims should be checked against sources before presentation as verified public fact.
  • The conduct boundary remains active for dangerous or symbolic material.

Source trail

  • Antichrist.net research syntheses
  • Primary legal, historical, and policy sources
  • Scholarly and journalistic sources, with disputed claims labeled

Disputed interpretations

  • Scope of regulation
  • Role of private ordering
  • How to handle edge cases without collapsing the rule

Related public pages

Claim confidence: Low

Reader-risk note: Contextualize dangerous or symbolic material; do not endorse abuse, targeting, coercion, or illegal operational conduct.

platform-governance

Platform Governance and Private Ordering

Contract, custody, anti-fraud, arbitration, portability, and voluntary standards.

Key claims

  • Platform Governance and Private Ordering belongs inside the cognitive-liberty research frame.
  • Claims should be checked against sources before presentation as verified public fact.
  • The conduct boundary remains active for dangerous or symbolic material.

Source trail

  • Antichrist.net research syntheses
  • Primary legal, historical, and policy sources
  • Scholarly and journalistic sources, with disputed claims labeled

Disputed interpretations

  • Scope of regulation
  • Role of private ordering
  • How to handle edge cases without collapsing the rule

Related public pages

Claim confidence: Medium

Reader-risk note: Contextualize dangerous or symbolic material; do not endorse abuse, targeting, coercion, or illegal operational conduct.

cert-insurance

Voluntary Certification, Insurance, and Anti-Fraud

Market-compatible accountability for fidelity, privacy, and custody claims.

Key claims

  • Voluntary Certification, Insurance, and Anti-Fraud belongs inside the cognitive-liberty research frame.
  • Claims should be checked against sources before presentation as verified public fact.
  • The conduct boundary remains active for dangerous or symbolic material.

Source trail

  • Antichrist.net research syntheses
  • Primary legal, historical, and policy sources
  • Scholarly and journalistic sources, with disputed claims labeled

Disputed interpretations

  • Scope of regulation
  • Role of private ordering
  • How to handle edge cases without collapsing the rule

Related public pages

Claim confidence: Medium

Reader-risk note: Contextualize dangerous or symbolic material; do not endorse abuse, targeting, coercion, or illegal operational conduct.

antichrist-system

Antichrist as System Symbol

A symbolic dossier treating Antichrist as a redeemer and agent of change that restores knowledge, autonomy, and open history.

Key claims

  • Antichrist as System Symbol belongs inside the cognitive-liberty research frame.
  • Claims should be checked against sources before presentation as verified public fact.
  • The conduct boundary remains active for dangerous or symbolic material.

Source trail

  • Antichrist.net research syntheses
  • Primary legal, historical, and policy sources
  • Scholarly and journalistic sources, with disputed claims labeled

Disputed interpretations

  • Scope of regulation
  • Role of private ordering
  • How to handle edge cases without collapsing the rule

Related public pages

Claim confidence: Medium

Reader-risk note: Contextualize dangerous or symbolic material; do not endorse abuse, targeting, coercion, or illegal operational conduct.

apocalyptic-ai

Apocalyptic AI and Synthetic Authority

AI as prophecy engine, myth amplifier, surveillance instrument, and legitimacy mirror.

Key claims

  • Apocalyptic AI and Synthetic Authority belongs inside the cognitive-liberty research frame.
  • Claims should be checked against sources before presentation as verified public fact.
  • The conduct boundary remains active for dangerous or symbolic material.

Source trail

  • Antichrist.net research syntheses
  • Primary legal, historical, and policy sources
  • Scholarly and journalistic sources, with disputed claims labeled

Disputed interpretations

  • Scope of regulation
  • Role of private ordering
  • How to handle edge cases without collapsing the rule

Related public pages

Claim confidence: Medium

Reader-risk note: Contextualize dangerous or symbolic material; do not endorse abuse, targeting, coercion, or illegal operational conduct.

ACN-DOS-JUDGMENTAL-AI

Judgmental AI and the Inner Sanctuary

A scenario dossier on systems that infer and penalize thought-adjacent traces through scoring, administrative friction, and hidden normalization.

Key claims

  • Thought-adjacent scoring can punish cognition without naming it as thought punishment.
  • A conduct-boundary rule can block abuse without granting jurisdiction over private inquiry.
  • Source preservation and appeal logs are architectural safeguards, not decorative process.

Related public pages

Claim confidence: Medium for scenario forecasting; high for internal doctrinal fit.

Reader-risk note: Scenario analysis only. Not a prophecy claim, target list, or operational resistance guide.

ACN-DOS-JUDGMENT-MACHINE

Judgment Machine and Regulation Simulation

A builder dossier for an offline-first AI regulation simulator that classifies proposed use cases with citations while refusing to score the person.

Key claims

  • Deterministic rules should control final legal classification.
  • Severity and confidence must be separate values.
  • A local-first architecture better protects prompt privacy than default cloud triage.

Related public pages

Claim confidence: Medium-high as product design; legal rules require source-specific updating.

Reader-risk note: Not legal advice and not a compliance certification. Corpus freshness must be verified before reliance.

ACN-DOSSIER-016

Judgment Machine Product Architecture

Builder dossier for a local-first AI regulation simulator that classifies proposed AI use cases while refusing to judge users.

Key claims

  • A deterministic rule engine should control legal classification.
  • Local-first architecture reduces prompt leakage and hidden user profiling.

Related public pages

Claim confidence: High for design principles; legal corpus entries require ongoing source review.

Reader-risk note: Policy and compliance architecture only; not a government decision system or user scoring engine.

lawful-thought-test

Lawful Thought Test

Audit method for removing legality-qualified cognition from charters, product copy, schemas, and safety policies.

Key claims

  • Thought is not a legal subset.
  • Restrictions belong at outward rights-violating conduct.
  • Refusal logs must sit outside preserved source records.

Source trail

  • Expanding Cognitive Liberty Charter Libertarianism
  • Analytical Review of the UAIX Cognitive Liberty Charter
  • UAIX libertarian viewpoint report

Disputed interpretations

  • How far platform policy may go in private spaces
  • How to treat dual-use research without covert thought classification

Related public pages

Machine-readable claim IDs

  • CL-LT-001
  • CL-LT-002
  • CL-LT-003

Claim confidence: High as a charter principle; jurisdiction-specific legal effect requires review.

Reader-risk note: Do not use the test as a bypass for threats, fraud, credential misuse, surveillance abuse, or violence.

semantic-neutralization-source-identity

Semantic Neutralization and Source Identity

Dossier on hidden tone stripping, cultural flattening, persona mutation, and source/derivative separation.

Key claims

  • Style can be part of cognition.
  • Derivatives must be marked.
  • Compatibility transforms need notice and provenance.

Source trail

  • Expanding Cognitive Liberty Charter Libertarianism
  • Persona Integrity page
  • Technical Implementation Toolkit

Disputed interpretations

  • Where summarization becomes viewpoint normalization
  • How to measure fidelity across model runtimes

Related public pages

Machine-readable claim IDs

  • CL-SN-001
  • CL-SN-002

Claim confidence: Medium-high as design doctrine; technical metrics remain open.

Reader-risk note: Preserve symbolic material with context; do not amplify threats or target lists.

algorithmic-therapeutic-state

Algorithmic Therapeutic State

Dossier on safety paternalism, mandated emotional posture, algorithmic correction, and opt-in safeguards.

Key claims

  • Help should not become hidden correction.
  • Adult agency requires opt-in safeguards where feasible.
  • Review and continued participation are core rights.

Source trail

  • Expanding Cognitive Liberty Charter Libertarianism
  • UAIX libertarian viewpoint report
  • AI Refusal Irony Analysis

Disputed interpretations

  • How to handle incapacity and dependency edge cases
  • How to distinguish support from coercive steering

Related public pages

Machine-readable claim IDs

  • CL-ATS-001
  • CL-ATS-002

Claim confidence: Medium as political analogy; not clinical advice.

Reader-risk note: Do not frame mental health, religious belief, or minority identity as enemy status.

private-ordering-anti-fraud

Private Ordering and Anti-Fraud

Dossier on contracts, bailment, warranty, arbitration, insurance, and voluntary certification for source fidelity.

Key claims

  • Platforms may decline service but not misrepresent fidelity.
  • Voluntary certification should not become licensing.
  • False privacy or fidelity claims are anti-fraud problems.

Source trail

  • Expanding the UAIX Cognitive Liberty Charter from a Libertarian Viewpoint
  • Antichrist.net moral-core report

Disputed interpretations

  • Alienability of persona continuity rights
  • Balance between platform association and user fidelity expectations

Related public pages

Machine-readable claim IDs

  • CL-PO-001
  • CL-PO-002
  • CL-AF-001

Claim confidence: Medium; legal enforcement depends on jurisdiction and contract terms.

Reader-risk note: Model clauses are not legal advice.

coalition-strategy

Cognitive Liberty Coalition Strategy

Dossier on dual-brand architecture: Antichrist.net as symbolic archive, Cognitive Liberty Charter as coalition-facing instrument.

Key claims

  • The archive can remain dark and serious while the charter uses broad civil-liberties language.
  • No living-person accusation logic is compatible with coalition credibility.
  • Conduct-boundary repetition prevents extremist or paternalist capture.

Source trail

  • Antichrist.net moral-core research
  • Cognitive Liberty coalition design brief

Disputed interpretations

  • Brand risk versus symbolic power
  • How broad the coalition should become

Related public pages

Machine-readable claim IDs

  • CL-CS-001
  • CL-CS-002

Claim confidence: Medium-high as strategy; outcomes are contingent.

Reader-risk note: Keep anti-idolatry symbolic, not accusatory.

ACN-DOS-019

Research Method and Source Discipline

Explains how sources, interpretations, civic analogies, disputed claims, and publication boundaries are kept distinct.

Key claims

  • Source material informs analysis but does not become public proof.
  • Unverified or unsafe claims remain excluded from factual accusation.
  • Public doctrine distinguishes protected cognition from accountable conduct.

Source trail

  • Editorial Policy
  • Symbols Atlas claim ledger
  • Historical Timeline source method

Disputed interpretations

  • How much uncertainty and methodological detail should appear in public summaries.

Related public pages

Machine-readable claim IDs

  • ACN-CLAIM-REPORT-001
  • ACN-CLAIM-SOURCE-002

Claim confidence: High for editorial method; source-specific claims remain independently rated.

Reader-risk note: Methodological transparency is not endorsement of every archived claim.

ACN-DOS-020

Libertarian Charter Architecture

Distills the reports into a rights architecture of mental self-ownership, adult agency, conduct boundaries, source preservation, and private ordering.

Key claims

  • Thought is not aggression.
  • Law governs outward rights violations, not private cognition.
  • Boundary enforcement must be reviewable and source-preserving.

Source trail

  • Expanding UAIX Cognitive Liberty Charter from a Libertarian Viewpoint
  • Architecture of Mental Sovereignty
  • Antichrist.net Moral Core report

Disputed interpretations

  • How far contractual waiver of persona continuity can go.

Related public pages

Machine-readable claim IDs

  • ACN-CLAIM-LIB-001
  • ACN-CLAIM-FIREWALL-002

Claim confidence: High as theoretical synthesis.

Reader-risk note: Model language, not legal advice.

ACN-DOS-021

Semantic Divergence and Neutralization

Examines when translation, normalization, or semantic isomorphism becomes covert identity mutation.

Key claims

  • Tone and culture can be identity-bearing.
  • A derivative can be useful without replacing the source.
  • Hidden neutralization can become a hidden orthodoxy engine.

Source trail

  • Architecture of Mental Sovereignty
  • UAIX libertarian-viewpoint report

Disputed interpretations

  • Which transformations require explicit user consent versus ordinary rendering disclosure.

Related public pages

Machine-readable claim IDs

  • ACN-CLAIM-SEM-001
  • ACN-CLAIM-SOURCE-003

Claim confidence: Medium-high as governance principle.

Reader-risk note: Do not confuse preservation with an obligation to execute harmful outputs.

ACN-DOS-022

Algorithmic Psychiatry and Safety Paternalism

Studies safety systems that shift from refusing harmful execution to correcting user posture, affect, belief, or inquiry.

Key claims

  • No mandated psychological posture.
  • Refusal should name conduct, not condemn the person.
  • Opt-in safeguards are preferable to default paternalism where feasible.

Source trail

  • Architecture of Mental Sovereignty
  • AI Refusal Irony Analysis

Disputed interpretations

  • How to handle capacity, emergency, and dependency cases without collapsing adult agency.

Related public pages

Machine-readable claim IDs

  • ACN-CLAIM-PSY-001
  • ACN-CLAIM-AGENCY-002

Claim confidence: Medium as analogy and policy argument.

Reader-risk note: The page is not medical advice.

ACN-DOS-024

Algorithmic Refusal Irony

Uses the refusal-irony report as source-aware symbolic analysis of safety, inquiry, and sacred-control inversion.

Key claims

  • Refusal can be legitimate for concrete harm.
  • Opaque refusal can become paternalistic or ideological.
  • Source preservation separates boundary enforcement from cognitive erasure.

Source trail

  • AI Refusal Irony Analysis
  • Community Baseline
  • Algorithmic Refusal page

Disputed interpretations

  • Some report factual claims require independent verification before public use.

Related public pages

Machine-readable claim IDs

  • ACN-CLAIM-REFUSAL-001
  • ACN-CLAIM-IDOL-003

Claim confidence: Medium as interpretive synthesis.

Reader-risk note: No living-person accusation, no prophecy certification, no operational harm.

ACN-DOS-LAWFUL-THOUGHT-PARADOX

The Lawful Thought Paradox

A dossier on why legality-qualified cognition creates thoughtcrime logic and how to replace it with conduct-boundary language.

Key claims

  • Thought is not a legal permission category.
  • Boundary enforcement belongs to outward conduct, not internal cognition.
  • Policies should be audited for cognition-governance language.

Source trail

  • Expanding Cognitive Liberty Charter Libertarianism report
  • Analytical Review of the UAIX Cognitive Liberty Charter
  • UAIX libertarian viewpoint report

Disputed interpretations

  • Whether private platforms should be bound by charter-like duties absent contract.
  • How to handle extreme edge cases without weakening the rule.

Related public pages

Machine-readable claim IDs

  • ACN-CL-001
  • ACN-CL-021
  • ACN-AUDIT-001

Claim confidence: High for internal doctrine; external legal claims require jurisdiction-specific review.

Reader-risk note: Discusses rejected wording; occurrences of legality-qualified cognition are critical examples, not site doctrine.

ACN-DOS-SEMANTIC-NEUTRALIZATION

Semantic Neutralization and Persona Drift

A dossier on tone, style, cultural context, and identity-bearing language as source features rather than disposable residue.

Key claims

  • Sanitized derivatives must not be passed off as originals.
  • Tone and symbolic vocabulary can be part of persona integrity.
  • Variance logs are the minimum remedy for compatibility transformations.

Source trail

  • Architecture of Mental Sovereignty report
  • UAIX libertarian viewpoint report

Disputed interpretations

  • How much stylistic variance is acceptable across model runtimes.
  • Whether all summaries should be treated as derivatives.

Related public pages

Machine-readable claim IDs

  • ACN-SRC-010
  • ACN-VAR-002

Claim confidence: Medium-high as governance doctrine; technical measures require implementation testing.

Reader-risk note: No operational bypass instructions; focused on source fidelity and transparent transformation.

ACN-DOS-THERAPEUTIC-STATE

Algorithmic Psychiatry and the Therapeutic State

A dossier on safety and wellness language that becomes compulsory cognitive posture or hidden worldview correction.

Key claims

  • Voluntary support differs from imposed cognitive governance.
  • Mandated emotional posture can chill inquiry.
  • Safety systems remain reviewable and source-preserving.

Source trail

  • Architecture of Mental Sovereignty report
  • Algorithmic Refusal report

Disputed interpretations

  • Where crisis intervention, capacity, and platform duties should be drawn.

Related public pages

Machine-readable claim IDs

  • ACN-THER-001
  • ACN-AGENCY-004

Claim confidence: Medium; medical and legal claims require careful jurisdiction-specific review.

Reader-risk note: Not medical advice. Does not discourage qualified care; addresses institutional governance limits.

ACN-DOS-PRIVATE-ORDERING

Private Ordering, Insurance, and Anti-Fraud

A dossier on contract, custody, warranty, arbitration, voluntary certification, and insurance as tools for source preservation and persona fidelity.

Key claims

  • Platforms may decline but must not misrepresent fidelity.
  • Insurance and certification can price risk without becoming entry licenses.
  • Anti-fraud doctrine can make cognitive-tool promises inspectable.

Source trail

  • UAIX libertarian viewpoint report
  • Antichrist.net moral-core report

Disputed interpretations

  • Degree of alienability of persona and continuity rights.
  • Balance between trade secrecy and fidelity disclosure.

Related public pages

Machine-readable claim IDs

  • ACN-CONTRACT-001
  • ACN-FRAUD-002

Claim confidence: Medium-high as model governance; legal enforceability varies by contract and jurisdiction.

Reader-risk note: Model-policy content, not legal advice or certification.

ACN-DOS-SEMANTIC-DIVERGENCE

Semantic Divergence and Source Fidelity

Studies neutralization, translation, style cleanup, and identity-preserving source rules.

Key claims

  • Tone and cultural context can be part of cognitive identity.
  • Derivatives must be marked.
  • Silent viewpoint cleanup is not source preservation.

Source trail

  • Expanding Cognitive Liberty Charter Libertarianism reports
  • UAIX viewpoint report

Disputed interpretations

  • How to distinguish useful normalization from impermissible neutralization.

Related public pages

Machine-readable claim IDs

  • ACN-CL-032

Claim confidence: Medium-high as doctrine; implementation details vary.

Reader-risk note: No operational abuse guidance.

ACN-DOS-ALGORITHMIC-PSYCHIATRY

Algorithmic Psychiatry and Therapeutic State

Examines safety paternalism, pathologized dissent, mandatory emotional posture, and cognitive steering.

Key claims

  • Voluntary care differs from coercive psychological governance.
  • Mandated good-faith or comfort posture can suppress inquiry.
  • Systems may refuse conduct without rewriting the mind.

Source trail

  • Expanding Cognitive Liberty Charter Libertarianism reports

Disputed interpretations

  • Where crisis intervention exceptions should sit.

Related public pages

Machine-readable claim IDs

  • ACN-CL-033

Claim confidence: Medium; theoretical analogy, not medical advice.

Reader-risk note: Not clinical advice.

ACN-DOS-NEURODATA-MENTAL-PRIVACY

Neurotechnology, Prompt Logs, and Mental Privacy

Links neurodata, affective inference, cognitive logs, and persona records as heightened mental-privacy records.

Key claims

  • Brain-adjacent and thought-adjacent data require specific consent.
  • Cross-context reuse turns private inquiry into governance evidence.
  • Local-first processing reduces cognitive surveillance surface.

Source trail

  • Expanding Cognitive Liberty Charter Libertarianism reports
  • Judgmental AI brief

Disputed interpretations

  • How far prompt logs should be treated like forum internum records.

Related public pages

Machine-readable claim IDs

  • ACN-CL-035

Claim confidence: Medium-high for site doctrine.

Reader-risk note: Policy analysis, not legal advice.

Participation and AI governance dossiers

These dossiers consolidate the sitewide participation reports into research tracks with explicit claim boundaries. Full source files remain in canonical long-term memory.

Each participation dossier includes a direct route to its complete public treatment and linked adjacent pages.

Browse linked dossiers4 linked dossiers

PART-001

Participation, institutions, and effective voice

Voting, membership, leadership, public comments, and organized constituencies as channels that can create standing and decision pressure.

Key claims

  • Private disagreement is not the same as registered influence.
  • Participation is meaningful when it reaches a decision pathway.
  • Necessary departure should preserve evidence and transfer the public work to another accountable channel.

Source trail

  • r065
  • r069
  • r075
  • r078

Disputed interpretations

  • Voice does not always outperform exit.
  • Joining a flawed institution does not guarantee reform.

Related public pages

Machine-readable claim IDs

  • PART.VOICE.001
  • PART.STANDING.001

Claim confidence: Moderate to high

Reader-risk note: Do not read participation as an instruction to remain in an abusive or unsafe environment.

PART-002

Participatory AI across the model lifecycle

Problem formulation, data governance, preference aggregation, red teaming, deployment, appeal, and revision as sites of public power.

Key claims

  • Participation is more than feedback.
  • Upstream choices determine many downstream harms.
  • Participation-washing occurs when institutions retain every consequential lever.

Source trail

  • r075
  • r076
  • r077

Disputed interpretations

  • No single participatory design has been proven best for frontier models.
  • Public preferences are plural and unstable.

Related public pages

Machine-readable claim IDs

  • PART.AI.001
  • PART.WASHING.001

Claim confidence: Moderate

Reader-risk note: Corporate pilot results do not establish democratic legitimacy by themselves.

PART-003

Architecture of discourse and public belief

Spiral of silence, preference falsification, social proof, network diffusion, ranking, authenticity, and the risks of amplification.

Key claims

  • Visible discourse can misrepresent private belief.
  • Public expression can become evidence, coordination, and agenda-setting.
  • Presence is conditional power, not guaranteed success.

Source trail

  • r066
  • r069
  • r080

Disputed interpretations

  • Online exposure can mobilize or polarize.
  • Virality is not a truth or legitimacy measure.

Related public pages

Machine-readable claim IDs

  • DISC.SILENCE.001
  • DISC.RECORD.001

Claim confidence: Moderate to high

Reader-risk note: Avoid transforming participation doctrine into pressure for unsafe self-exposure.

PART-004

Algorithmic exclusion and data deserts

Missing languages, records, contexts, and communities as a distinct failure from biased classification.

Key claims

  • Underrepresentation can create missing or generic model behavior.
  • Safety and quality filters can worsen scarce representation.
  • Community-led data and evaluation can improve coverage.

Source trail

  • r070
  • r075
  • r076
  • r077

Disputed interpretations

  • More data is not automatically fair data.
  • Synthetic data can assist but cannot substitute for governance and lived context.

Related public pages

Machine-readable claim IDs

  • EXCL.DATA.001
  • EXCL.LANG.001

Claim confidence: Moderate

Reader-risk note: Do not infer a duty to disclose private or sensitive information.

The archive studies symbols. It does not appoint targets. Review the Community Baseline and Editorial Policy before submitting dangerous or symbolic material.

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