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About this paper

Sina Tayebati, Divake Kumar, Nastaran Darabi, Ranganath Krishnan, Amit Ranjan Trivedi

The Harness lets an agent propose behavioral rules while an external runtime decides which become persistent. It evaluates traces, tests candidate rules through replay or forward trials, and requires measured improvement without protected-case regression when replay is available. Among 383 replay-decided retirements, 211 improved the triggering failure but degraded protected behavior. This identifies conflicts, not broad safety or alignment.

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