Requirement-Bound Verified Commissioning: A Frozen Four-Billion-Parameter Local Model as a Candidate Generator under an External Acceptance Layer with Verification and Release Authority

In 30 Sekunden

Was passiert ist

A verification protocol separates a frozen four-billion-parameter local model for candidate generation from an external acceptance gate that releases plans only when facts derive from sealed grammar.

Warum es zählt

Matters for engineers building mechatronic commissioning systems where sensor binding and polarity require deterministic verification with human-in-the-loop validation.

Achtung

Testing used answer-key eligibility rather than real user behavior; one false release occurred outside benchmark; deployable questioning policy was not tested.