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:
In response to the news of OpenAI and the DOW's partnership, many ChatGPT users are reportedly cancelling their subscriptions to the AI chatbot. Several are instead turning to Anthropic's AI chatbot Claude, which has since dethroned ChatGPT as the most downloaded free app in the U.S. Apple App Store.
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基于此，肖弘团队当时就立项做了微伴。果不其然，半年后，腾讯干掉了所有外挂，市面上基于企业微信官方开放的API接口的服务商寥寥无几，早已做好准备的微伴就势迎来泼天流量。