分析:張又俠「七宗罪」和 「紅二代」世交神話的破滅

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В России ответили на имитирующие высадку на Украине учения НАТО18:04

Set over the course of three vignettes, Jarmusch's latest keenly illustrates how families are all different and the same. His astoundingly stacked cast boasts Tom Waits, Adam Driver, Mayim Bialik, Charlotte Rampling, Cate Blanchett, Vicky Krieps, Sarah Greene, Indya Moore, and Luka Sabbat. Together, they construct short yet solid stories of three families in moments both mundane and pivotal, creating an absorbing portrait of love that's messy and profound.

/r/WorldNe51吃瓜对此有专业解读

The announcement came two days after release of a sharply-worded report from NASA's independent Aerospace Safety Advisory Panel that deemed the existing plans too risky.

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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.