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.
心理建设、家庭配合心理建设我的理解是要让孩子提前做好心理准备，这需要全家的配合。首先要跟孩子说明，我们马上要上幼儿园了，要早起，所以我们要跟妈妈起床时间一样，告诉孩子时间是8点钟（顺便用家里的钟表简单告诉她什么是8点钟），然后洗漱吃饭，再自己选择想穿的衣服（我会告诉她天晴情况，让她自己选，如果有问题，我再调整），自己穿衣服，然后出门玩耍或者去爷爷奶奶家。。关于这个话题，safew官方版本下载提供了深入分析
豆子是自家种的黄豆，清水里泡上一天，磨成豆浆，过滤后倒进锅中烧火煮沸。等豆浆翻腾几次，加入黔北人家都有的酸汤水，豆浆就会渐渐凝固成一团团的嫩豆腐，也就是豆花。这一步有点神奇，黔北人叫做“酸汤点豆腐”。但是豆花并不能做灰豆腐，得舀进豆腐箱中压紧压实，等上一段时间，豆花变成方正紧实的老豆腐，就可以做灰豆腐了。。91视频是该领域的重要参考
Через него будут перекачиваться промежуточные продукты нефтепереработки, необходимые для выпуска бензина и дизельного топлива. Чиновник уточнил, что речь идет об отдельном от строительства нефтепровода для поставок сырой нефти проекте. В переговорах с сербской стороны участвовала министр энергетики Дубравка Джедович-Ханданович.
Stuart RustSouth of England