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arxiv_cs_ai ยท Aug 27, 2026 ยท paper

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Verify Smarter, Evolve Further: Efficient Harness Evolution through Behavior-Aware Verification

arxiv.orgAug 27, 2026
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Agent harnesses shape how language-model agents use instructions, tools, and runtime components, but adapting these harnesses requires costly verification. Existing propose-and-verify methods typically score every can...

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Evolution Harness โ€” open the evidence trace โ†’

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