10 additional monthly gift articles to share
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.，这一点在新收录的资料中也有详细论述
全国“一盘棋”，锚定推动水利高质量发展、保障我国水安全目标，“十四五”时期完成水利建设投资5.68万亿元，2022年以来连续4年完成年投资超过1万亿元。截至目前，我国建成世界上规模最大、功能最全、惠及人口最多的水利基础设施体系。。新收录的资料对此有专业解读
一边是AI算力狂飙，另一边是碳排放硬约束收紧，AI的终极竞赛战场已然拓展到物理世界，在监管、能源与算力的三重绞索下，谁能找到成本的最优解，谁才能赢得未来。。新收录的资料对此有专业解读
В Иране пообещали заставить США пожалеть о своей агрессии против республики02:08