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Improving test-time search with backtrack- Ing Improving test-time search with backtrack- Ing against in-context value verifiersagainst in-context value verifiers episode artwork

EPISODE · Mar 13, 2025 · 3 MIN

Improving test-time search with backtrack- Ing Improving test-time search with backtrack- Ing against in-context value verifiersagainst in-context value verifiers

from Best AI papers explained · host Enoch H. Kang

Test-time verifiers improve reasoning performance by guiding solution chains Inefficient searches can arise from overlapping solutions and incorrect completions The paper proposes combining process verifiers with preemptive backtracking This approach reduces computation by leveraging partial reasoning traces 

Episode metadata supplied by the publisher feed · Published Mar 13, 2025

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Improving test-time search with backtrack- Ing Improving test-time search with backtrack- Ing against in-context value verifiersagainst in-context value verifiers

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