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BAGEN: LLM Agents Waste 44% of Tokens on Tasks They'll Fail

You're paying for every token your agent burns. And according to new research from Northwestern, Stanford, Cornell, and All Hands AI, a large share…

LMR-BENCH: Can LLM Agents Reproduce NLP Research Code? (EMNLP 2025)

A research team from the University of Texas at Dallas published LMR-BENCH at EMNLP 2025, asking a specific question: can LLM agents reproduce the c…