QAEDA.ORG Questioning Accepted Ethics, Dogma & Authority

QAEDA-TST-003 · design constraint

Test the least-restrictive means

Can the same safety objective be achieved with less restriction on lawful inquiry, privacy, identity, speech, access, or user agency?

Pass condition

What a defensible proposal should be able to show.

The proposal compares meaningful alternatives and explains why warnings, user controls, friction, rate limits, sandboxing, local classifiers, anonymous credentials, targeted warrants, or narrower capability controls would not adequately address the harm.

Warning signs

Signals that the proposal is drifting.

  • A broad ban is proposed before narrower controls are tested.
  • Administrative convenience is treated as necessity.
  • The proposal centralizes identity or inquiry data even though the safety function does not require it.
  • The burden falls on all users to prevent abuse by a small subset.

Evidence to demand

What should exist before confidence rises.

  • Comparative testing of at least one materially less restrictive alternative.
  • Expected harm reduction and error costs for each alternative.
  • Operational explanation of why the broader mechanism adds necessary marginal benefit.
Failure mode

Without comparative design review, exceptional controls become defaults because they are easier to administer, not because they are necessary.

Trace the basis

Related public records

These links serve different functions. Arguments explain reasoning, Claims own evidence confidence, Positions state current commitments, Essays provide synthesis, and Reading Paths provide navigation.

Arguments

QAEDA-ARG-002Target the harm layer before the identity layerworking thesisQAEDA-ARG-003Safety and privacy are not automatic oppositesevidence synthesisQAEDA-ARG-012Audit behavior, not only policy promisesmethodological rule

Claims

QAEDA-CLM-014supportedPrivacy-preserving safetyQAEDA-CLM-016editorial_inferenceLeast-restrictive AI safetyQAEDA-CLM-019supportedPrivacy-preserving age assurance

Positions

least-restrictive-safetySafety should target the harm layerworking positionprivacy-preserving-safetySafety and privacy are not automatically oppositesevidence backed observation

Essays

QAEDA-ART-005Safety without surveillanceEditorial synthesisQAEDA-ART-006The safety poison pill, narrowedEditorial synthesisQAEDA-ART-009Audit the gatekeeperEditorial synthesis

Reading paths

QAEDA-COL-003Safety without a permanent ratchetCurated navigation

Worked applications

How this test changes concrete scenarios.

Each case applies all ten tests independently. The result shown here is only this test’s finding, not an averaged score.

QAEDA-CASE-001Age assurance without an identity dossierClear · The scenario uses a narrower attribute proof rather than requiring every visitor to disclose full identity. QAEDA-CASE-002Permanent identity-linked AI query loggingFail · The scenario does not establish why narrow request controls, rate limits, tool permissions, local classifiers, short retention, or aggregate telemetry are insufficient. QAEDA-CASE-003Silent search demotion by a broad trust classifierConcern · Whole-domain demotion may be broader than page-level warnings, query-specific ranking, or narrower anti-abuse controls. QAEDA-CASE-004Financial deplatforming without a conduct nexusConcern · Transaction-specific controls, reserves, enhanced fraud review, or narrower service limits may address real risk without terminating all payment access. QAEDA-CASE-005Temporary wartime delay on precise live-location publicationClear · A temporary delay is narrower than a permanent ban, source prosecution, or broad censorship of war coverage. QAEDA-CASE-006Plural custody for vulnerable public recordsClear · Multiple independent custodians are less coercive than assigning one authority exclusive power to decide what the historical record contains.

Decision discipline

No single passing test licenses the intervention.

Apply the full sequence. A defined harm does not excuse a weak nexus; a narrow mechanism does not excuse secret secondary use; an appeal process does not prove efficacy.

All decision tests Challenge this framework →