Interpretive risk

Systemic risks: false certainty, plausible errors, economic and reputational damage.

Use this topic when the output has consequences: legal exposure, false certainty, silent misclassification, decision risk, and interpretive debt.

Start here

This hub reduces collisions between close notes and clarifies where to go next when the problem changes layer.

1. Why there is no technological solution to interpretive drifts 2026-02-26
2. Canonical silence: when the correct output is a non‑answer 2026-02-26
3. External authority governance is now an AI risk layer 2026-03-03
4. Customer support: when an AI answer commits the company without authority 2026-02-26
5. Informational silence: when non-answer should be the only legitimate answer 2026-02-26

Adjacent topics

• AI governance — Policies, boundaries, proof obligations, change control, and machine-first publication.
• Interpretation phenomena — Recurring phenomena: fusion, smoothing, invisibilization, coherent hallucinations, etc.
• Agentic era — Agents, delegation, non-answers, safety, and proxy governance.

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