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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:

Thinking about this topic made me realize that something similar was true of AI in games in general, separate from the question of these new models. There just aren’t all that many examples of games where interesting AI is the hook. There’s The Sims, of course, but is that even really AI? There are those Orcs in that one Lord of the Rings game who hold grudges against you. There’s the alien in Alien Isolation. The creature in The Last Guardian. The enemy soldiers in Fear? The creature in Black & White? The bickering couple in Façade? Am I missing any big ones? Doesn’t it seem like there should be more?。业内人士推荐体育直播作为进阶阅读

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На пляжных курортах Вьетнама, Нячанге и Дананге, весна — период начала туристического сезона. Поэтому людей там тоже еще не так много. Кроме того, в марте и апреле там не идут дожди и умеренно жарко. А еще это подходящее время для экскурсий по столице Вьетнама Ханою.

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