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2026 1

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Decocted Experience Improves Test-Time Inference in LLM Agents

cs.AI · 2026-04-06 · unverdicted · novelty 6.0

Decocted experience—extracting and organizing the essence from accumulated interactions—enables more effective context construction that improves test-time inference in LLM agents on math, web, and software tasks.

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  • Decocted Experience Improves Test-Time Inference in LLM Agents cs.AI · 2026-04-06 · unverdicted · none · ref 11

    Decocted experience—extracting and organizing the essence from accumulated interactions—enables more effective context construction that improves test-time inference in LLM agents on math, web, and software tasks.