LatentSift: Policy-State Filtering for Token-Efficient Verification of Software Engineering Agents

A new method, LatentSift, is proposed for efficient verification of software engineering agents. It uses hidden states from policy generation to filter candidates, reducing token consumption by 66.6-81.0% and total verification tokens by 49.1-62.1%.

RSS Score 0 9/30/2026, 4:00:00 AM Original Source
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