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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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With Yasmin fully morphing into her father, and Harper losing the people she was closest to, Industry has widened the gap between these two as far as it can possibly go. I won't count out a reunion in a potential Season 5 out yet, as the pair have reunited after hardships before, including Season 3's blowout "Nikki Beach" fight. But Yasmin's actions here seem insurmountable.

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Normalization (ANF/K): Typed AST → Normalized IR

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