Theme hub

Synthetic Authority

How fluent systems borrow the appearance of knowledge, care, and legitimacy.

Overview

Synthetic Authority is a core part of cognitive liberty because systems increasingly mediate the conditions under which people understand themselves and are understood by institutions.

The key governance question is not whether technology is good or bad in the abstract. It is whether power is visible, necessary, proportionate, contestable, and attached to an accountable human institution.

How the issue appears

  • Data collection and retention
  • Automated inference or classification
  • Ranking, recommendation, or generated output
  • Institutional use in a consequential decision

Rights and safeguards

  • Clear notice and understandable purpose
  • Data and inference minimization
  • A practical route to correction and human review
  • Protection against retaliation for lawful refusal or dissent

Governance practice

  • Document the system’s purpose and limits
  • Test errors across affected groups and contexts
  • Preserve source records and version history
  • Publish correction, appeal, and incident outcomes
ISSUE

AI Companions and Engineered Dependency

How synthetic intimacy can support people while also creating leverage through secrecy, exclusivity, guilt, and monetized attachment.

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ISSUE

The Right to Know and Appeal

A practical framework for notices, reason codes, preserved originals, human review, repair, and public accountability.

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Limitations

The scope and evidence differ by use case. A theme hub identifies a rights problem and governance tools; it does not assume that every system using the named technology produces the same harm.

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Invisible moderationMental privacyCognitive Liberty Charter