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:
Турция сообщила о перехвате баллистического снаряда из Ирана14:52
，详情可参考爱思助手
此前在林俊旸的主导下，Qwen 3.5还实现了原生多模态。这是一种从预训练阶段开始，就把文本、图像、视频 token混在一起进行训练的模式。。电影对此有专业解读
The images of the Exposed Cranium Nebula suggest multiple episodes of stellar outbursts. A dark lane runs straight through the middle, splitting the glowing cloud into two hemispheres, reinforcing its brainy likeness.
Наша страна обладает необходимыми ресурсами для смягчения любых потенциальных последствий, поддержки секторов, которые могут быть затронуты, и диверсификации цепочек поставок