新闻
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
arXiv cs.AI · 发布于 · 阅读约3分钟
30秒读懂
- 发生了什么
- 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.
- 为何重要
- Matters for engineers building mechatronic commissioning systems where sensor binding and polarity require deterministic verification with human-in-the-loop validation.
- 注意
- Testing used answer-key eligibility rather than real user behavior; one false release occurred outside benchmark; deployable questioning policy was not tested.
- agent
- language model
- eval
- benchmark
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