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:
На Украине рассказали о технике влияния Ермака на Зеленского14:52
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What was your day job or primary occupation when you started your side hustle?
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When we say bad communication, we mean bad for the purpose. A chatbot paste usually isn’t outright garbage. More often, it’s just verbose and doesn’t center the person’s intention. It buries the lede, so I’m sifting through it hoping to guess what the core motivation was. In other words, it’s bad communication.
The chart-topping band has been locked in a bitter feud with its label Ador, a Hybe subsidiary, since it sacked Min as the label's CEO in August 2024.。关于这个话题，电影提供了深入分析