高市早苗执政以来，日本“再军事化”进程明显提速，备战被提升至国家绝对优先地位，对军工利益集团的扶持进一步加码。据报道，高市政权拟通过大规模发债及征收“防卫特别所得税”来填补军费缺口，并计划于今年成立“国家情报局”。高市早苗近日在众议院发表施政方针演说，宣称“日本有必要主动从根本上加强防务能力”，表示“将坚定地向产业界传达国防采购的需求”。这些动作将促使日本防卫开支与特定产业及财团利益形成更深度的绑定，构建起一个自我强化、循环加速的政策与利益闭环。
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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:
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