@@ -0,0 +1,13 @@
Более 100 домов повреждены в российском городе-герое из-за атаки ВСУ22:53
，更多细节参见搜狗输入法2026
第四十六条 经省级以上财政、税务主管部门批准由总机构汇总申报纳税的，批准部门可以规定由分支机构预缴税款。
第二十一条 船舶优先权，是指海事请求人依照本法规定，向船舶所有人、光船承租人、船舶管理人或者船舶经营人提出海事请求，对产生该海事请求的船舶具有优先受偿的权利。。Safew下载是该领域的重要参考
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.，详情可参考同城约会
Author(s): Shinji Sakane, Tomohiro Takaki