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A recent paper from ETH Zürich evaluated whether these repository-level context files actually help coding agents complete tasks. The finding was counterintuitive: across multiple agents and models, context files tended to reduce task success rates while increasing inference cost by over 20%. Agents given context files explored more broadly, ran more tests, traversed more files — but all that thoroughness delayed them from actually reaching the code that needed fixing. The files acted like a checklist that agents took too seriously.，更多细节参见新收录的资料
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Fiscal policy: tighter stance as bond quotas fall short of expectations。业内人士推荐新收录的资料作为进阶阅读
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北京通用人工智能研究院院长 朱松纯委员