Unverified50% confidenceSolutionExact time

Before reporting specialization gains, one should verify whether simple repeated execution under the same compute budget can achieve comparable results.

1

Sources

50%

Confidence

Long-term

Relevance

9/30/2026

First Seen

Sources

More Programs or More Repetitions? Decomposing Coverage and Specialization in LLM Harnesses

Related Entities

LLM Harnessconcept

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