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From the 1 of 22 linked papers with an AI index.

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20242026
most citedReducing Cost of LLM Agents with Trajectory Reduction

1 citations · 1 across the 7 of their papers we have counts for

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cs.CL2025

Scalable Supervision for Software Agents via Patch Reasoning

Junjielong Xu, Boyin Tan, Xiaoyuan Liu +3

While language model agents have advanced software engineering, existing test-based supervision is limiting its scalability on real-world issues. The reason is twofold: (1) high-co…