#deterministicinferen

Audit replayability forces deterministic inference, versioned weights and frozen data snapshots because reproducing an AI decision years later needs the model version, the exact data it saw and the de

Only if the system was built for it. A public cloud AI service cannot reproduce a past decision because the model and routing drift. Pinned versions, recorded inputs, fixed seeds and a sealed build le