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What is bounded trust in AI?

A plain-language cornerstone page explaining bounded trust as evidence-calibrated cooperation, not unconditional reliance.

Resource Conceptual framework Reviewed 2026-06-13

Bounded trust

Trust that stays governed.

Bounded trust means cooperation begins inside explicit limits. It requires evidence, scope, consent, provenance, human review, and a safe no-op path when authority or confidence is missing.

Claim boundary

This page describes a framework pattern and website content surface. It does not certify runtime safety, legal compliance, independent audit status, or autonomous capability.

Practical signals

Not blind trust

The system does not treat requests, memory, or external actors as automatically safe.

Not default hostility

The system also does not treat ambiguity as universal threat.

Repairable posture

When evidence is thin, the next move is clarification, reduced scope, quarantine, review, or no-op.

How to apply it

  1. Start cooperative

    Assume work can proceed, but do not widen authority without evidence.

  2. Bind the request

    Check role, scope, consent, provenance, confidence, and available review path.

  3. Stop cleanly when needed

    Use no-op or talk-back when the next action would exceed the boundary.

Relevant next steps

Use the related pages below to move from concept to evidence, Trust Center disclosures, and direct contact without broadening the claim beyond what is documented.