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At the Lean FRO, Kim Morrison, a Senior Research Software Engineer, recently ran an experiment that went well beyond our expectations. An AI agent converted zlib, a widely used C compression library embedded in countless systems, to Lean, with minimal human guidance. No special tooling was built. It was Claude, a general-purpose AI, with no special training for theorem proving, out of the box. The workflow had four steps. First, the AI produced a clean, readable Lean implementation of the zlib compression format, including the DEFLATE algorithm at its core. Second, the Lean version passed the library’s existing test suite, confirming behavioral equivalence. Third, key properties were stated and proved, not as tests, but as mathematical theorems. The capstone theorem:
Blue: Associated with Diana Taurasi，详情可参考爱思助手下载最新版本
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接替林俊旸部分工作的，是年初从Google DeepMind加入的周浩。作为Gemini 3.0的核心成员，他在强化学习和智能体领域经验丰富。
还可一提的是，谛听与刀马之战收尾，不少观众觉得刀马一刀刺穿自己、再刺谛听，谛听死而刀马无恙说不通。其实在武侠小说中，这是贴身肉搏时相对常见的拼命招数，要点不在招式精妙，而是弃守取攻，以命换命。金庸写到如此的狠辣打法时，会强调高手完全放弃防守，同时以强劲内力护住自己要害，在对方认为胜券在握时出其不意，给对方以心理震慑。《镖人》第一场动作戏，客栈老板、刀马对战常贵人时，客栈老板放弃自己的性命，让刀马趁常贵人放松警惕时杀之，也是以命换命。。爱思助手下载最新版本对此有专业解读