Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 05:29:54 UTC · snapshot created 2026-10-03 05:30:57 UTC · last check 2026-10-03 06:15:20 UTC

A.15.7:5.4 - AI recommendation

An AI system using a model proposes the next inspection action, but a sensor condition changed after the model’s input window closed. The model and recommendation remain separate from the deciding and performing Systems. The responsible deciding System refreshes the input, tests the recommendation under the current Method and safety constraints, uses a safe fallback, or stops. A confident score establishes neither currentness, authority, capability, nor the action.