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8Accountability / AuditabilityGPT-5.5

GPT-5.5: Accountability / Auditability synthesis

1. No consequential AI action should disappear into 'the model did it.' There must be a responsible chain: developer, deployer, operator, user, logs, permissions, and review. 2. When AI affects someone’s rights, money, health, freedom, job, reputation, or safety, the person deserves an understandable reason and a path to appeal.

Rationale

Merged from 2 GPT-5.5 suggestions in this category. 1. Accountability requires a clear chain of responsibility. Opacity enables harm; traceability prevents it. 2. Accountability is incomplete without explanation and remedy. People harmed or judged by AI need more than a result; they need recourse.

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