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Guohao Dai

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Claw-SWE-Bench: A Benchmark for Evaluating OpenClaw-style Agent Harnesses on Coding Tasks

Claw-SWE-Bench is introduced, a unified benchmark that enables researchers to systematically assess the capabilities and efficiency of general-purpose harnesses on software engineering tasks and guide the development of more capable and efficient harnesses.

Meng-Yu Zheng, Kai Han, Bo-Xun Li et al. · 5 citations
#artificial intelligence Preprint Nov 2025

Think-at-Hard: Dynamic Looped Transformers for Improved Reasoning

This work proposes Think-at-Hard (TaH), a looped transformer optimized for selective iteration that employs a lightweight neural decider to trigger latent iteration, only at tokens likely to be incorrect after the standard forward pass.

Tianyu Fu, Yichen You, Ze-Kai Chen et al. · 0 citations

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