Турист попытался спасти свой мобильный телефон, упал со скалы и не выжил

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Inside their cleanroom, the team is busy building more modules for future Artemis missions. Each one takes about 18 months to put together but has taken thousands of engineering hours to design. Everything on board has to work perfectly.

陆逸轩:这大概就是我的性格吧,我不是那种会跳起来庆祝的人。宣布第一名的那一刻实在太“重”了,瞬间的冲击非常强。至于抓头发,其实完全是下意识的动作,我的手放在脸边时,常会碰一下头发,这就是习惯吧,也没有经过任何思考。那是一个非常情绪化的时刻,我所有的感受都在内心里,没有时间思考,只能去接受和感受那个情绪。

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Even though my dataset is very small, I think it's sufficient to conclude that LLMs can't consistently reason. Also their reasoning performance gets worse as the SAT instance grows, which may be due to the context window becoming too large as the model reasoning progresses, and it gets harder to remember original clauses at the top of the context. A friend of mine made an observation that how complex SAT instances are similar to working with many rules in large codebases. As we add more rules, it gets more and more likely for LLMs to forget some of them, which can be insidious. Of course that doesn't mean LLMs are useless. They can be definitely useful without being able to reason, but due to lack of reasoning, we can't just write down the rules and expect that LLMs will always follow them. For critical requirements there needs to be some other process in place to ensure that these are met.

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As an aside: the early 386's POPAD instruction has a famous bug. EAX is written in the RNI (run-next-instruction) delay slot via an indirect register file access -- the only instruction that does this. When the next instruction uses a base+index addressing mode, the register file write from POPAD collides with the EA calculation's register file read, corrupting the address. A fitting example of how complex optimizations can lead to problems.。夫子对此有专业解读

他强调,市场对这一问题的理解出现「判断失误」,AI 助手不仅不会取代软件工具,反而会进一步提升软件行业的效率。