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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Jermaine Lei

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Jul 2026

Automated Discovery Has No Universally Superior Harness

This work systematically decomposes OpenEvolve-style evolutionary search and the TTT-Discover search harness into its constituent components and systematically evaluates 30 budget-matched harnesses across 12 model-problem pairs using more than 3.1 million LLM rollouts and repeated-trial statistical analysis, showing th...

Akshat Gupta, Jermaine Lei, Alexander Lu et al. · 2 citations

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