We might all be AI engineers now

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min = 0 /* starting value for the loop index; **note that this is a symbol (constant)**, not a variable */

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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:

“十五五”画卷徐徐展开,坚定不移办好自己的事、走好自己的路,世界将继续见证一个国家坚定前行的步伐。。电影对此有专业解读