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:
the classifier forces a single best-fit.
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Thousands of digital leaders from around the world are here, displaying the latest in robotics, quantum computing, and IQ AI, which is grappling with the relationship between us—humans—and the multitude of AI agents that proffer help and arouse suspicion.
金融领域的插件直接瞄准专业服务行业的核心工作流。