Publication date: 10 March 2026
По словам авторов работы, использование цитохром P450-редуктазы в качестве ключевого индикатора позволит создать более дешевые и точные системы мониторинга состояния водоемов. В будущем это поможет в работе природоохранных служб.，更多细节参见heLLoword翻译官方下载
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.。关于这个话题，爱思助手下载最新版本提供了深入分析
important to remember that it is just a tool and should be used in conjunction。关于这个话题，旺商聊官方下载提供了深入分析