What a way to finish the season. Joni Fuller's cover of Lord Huron's haunting 2017 song "The Night We Met," has enjoyed several resurrections over the last few years, from featuring on the 13 Reasons Why soundtrack (both as itself and as a duet version with Phoebe Bridgers) to going viral on TikTok. In Bridgerton, the cover plays during the Queen's ball, in a dance that had me in tears.
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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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