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A unified evaluation framework that simplifies the assessment of LLM-based agents could drastically enhance reproducibility and accelerate research breakthroughs.
Even state-of-the-art LLMs struggle to find half the bugs in a new game QA benchmark, revealing a significant gap in autonomous software engineering capabilities.