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:
Kill all enemy cats to win.
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第八十六条 违反国家规定,非法生产、经营、购买、运输用于制造毒品的原料、配剂的,处十日以上十五日以下拘留;情节较轻的,处五日以上十日以下拘留。
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Police found a damaged wing mirror casing on the road and traced the serial number to Clarke-Samuel's vehicle. Officers later located the car near his home, with significant damage to the windscreen, bonnet and front bumper.