QAEDA-TST-005 · design constraint

Protect lawful inquiry explicitly

Does the intervention contain a clear rule preventing lawful reading, research, journalism, education, criticism, fiction, prevention work, or curiosity from being treated as harmful conduct by itself?

Pass condition

What a defensible proposal should be able to show.

The policy and implementation distinguish information seeking from operational assistance or harmful conduct, define escalation criteria beyond subject matter alone, and preserve confidential inquiry where possible.

Warning signs

Signals that the proposal is drifting.

  • The same topic label triggers both content safeguards and person-level suspicion.
  • A user cannot tell whether a refusal or warning also changes a persistent risk profile.
  • Youth safety rules remove confidential access to health, identity, abuse, or civic information rather than targeting manipulative amplification.
  • Academic, journalistic, or defensive use is acknowledged rhetorically but lacks a practical pathway.

Evidence to demand

What should exist before confidence rises.

  • Benchmark cases covering benign high-risk-domain inquiry.
  • Documented escalation criteria that require more than topic interest.
  • Evidence that confidential or anonymous access survives ordinary lawful use.
  • For minors, testing that pull-based inquiry remains distinct from push-based recommendation controls.
Failure mode

People may self-censor long before any formal sanction if lawful inquiry can silently contribute to a durable risk judgment.

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.