春节，东坝汤家村的马灯表演队最为忙碌。省级非物质文化遗产代表性传承人汤春山，是村里第五代大马灯传承人，近40年来一直致力于传承弘扬这一民间艺术。“马灯是乡亲共同保护好的文化遗产。马灯的传承，少了谁都不行。”他一边为娃娃扮相儿，一边讲解。东坝大马灯表演讲究人马合一。每匹竹马由前马首与后马身共同驾驭，前者戴竹编马头面具，后者屈身紧抓前者腰带，通过“左步起、右步跟”的步伐模拟真马动态，行内有着“演马人要先观真马三日，记其鬃毛颤动频率，再练马步百日，方能人马合一”的说法。
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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.，这一点在im钱包官方下载中也有详细论述
“US-China AI competition is continuing to intensify,” said Horowtiz, who is now a professor at the University of Pennsylvania. “This competition is not just taking place at the frontier, but in how China’s government is planning and implementing the day-to-day of their surveillance and information apparatus.”。爱思助手下载最新版本对此有专业解读
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