OpenAI has proposed safety cases for frontier AI training: structured evidence, incident-derived regression tests, postmortems, and disclosure after investigations conclude.
Why it matters
A safety case connects risk claims to evidence, assumptions, testing, and operational controls.
- Convert incidents and near misses into regression tests.
- Record assumptions, coverage, owners, and decision thresholds.
- Plan notification and investigation before an incident.
- Reassess safeguards as models and integrations change.
The proposal is a vendor position, not a universal standard or a guarantee of safe behavior.
Source: OpenAI.