shiken

【开发与工程】Construct novelty probes that distinguish genuine situated reasoning from pattern-matching. Builds examination scenarios where routine execution fails but interpretation succeeds. Measures Autonomous Reasoning Fidelity. USE WHEN: test reasoning quality, construct novelty probes, is the agent actually reasoning, ARF measurement, shiken, novelty inject…

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