Researchers created a mathematical model analyzing combustion waves — from slow flames to supersonic detonation. It yields accurate solutions and explains the transition from deflagration to detonation. The work paves the way for safer engines and improved protection against industrial explosions.

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一年来,全国政协持续搭建立体式、多样化的学习平台,各专门委员会和办公厅联络局常设11个委员研学群,把个人自学、专题辅导、座谈交流、集中研讨、线上线下结合起来,深入做好学习贯彻习近平新时代中国特色社会主义思想深化、内化、转化工作。

Andrej Karpathy described the pattern: “I ‘Accept All’ always, I don’t read the diffs anymore.” When AI code is good enough most of the time, humans stop reviewing carefully. Nearly half of AI-generated code fails basic security tests, and newer, larger models do not generate significantly more secure code than their predecessors. The errors are there. The reviewers are not. Even Karpathy does not trust it: he later outlined a cautious workflow for “code [he] actually care[s] about,” and when he built his own serious project, he hand-coded it.

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In practice, the splitting factor is usually 222 or a bit lower.

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