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Automated design of agentic systems

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cs.AI 1

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2026 1

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UNVERDICTED 1

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Meta-Harness: End-to-End Optimization of Model Harnesses

cs.AI · 2026-03-30 · unverdicted · novelty 7.0

Meta-Harness discovers improved harness code for LLMs via agentic search over prior execution traces, yielding 7.7-point gains on text classification with 4x fewer tokens and 4.7-point gains on math reasoning across held-out models.

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  • Meta-Harness: End-to-End Optimization of Model Harnesses cs.AI · 2026-03-30 · unverdicted · none · ref 21

    Meta-Harness discovers improved harness code for LLMs via agentic search over prior execution traces, yielding 7.7-point gains on text classification with 4x fewer tokens and 4.7-point gains on math reasoning across held-out models.