Testing LLM reasoning abilities with SAT is not an original idea; there is a recent research that did a thorough testing with models such as GPT-4o and found that for hard enough problems, every model degrades to random guessing. But I couldn't find any research that used newer models like I used. It would be nice to see a more thorough testing done again with newer models.
智能手机，不再把控顶级供应链对于这场内存涨价风波能持续多久，业内普遍不乐观。
，推荐阅读搜狗输入法2026获取更多信息
新时代以来，无论是打赢脱贫攻坚战，全面建成小康社会，还是攻克一个个“卡脖子”关键核心技术，加快推进高水平科技自立自强，无论是让天更蓝、水更清、空气更清新，还是刹住了一些长期没有刹住的歪风，纠治了一些多年未除的顽瘴痼疾，桩桩件件都是实实在在干出来的。
考虑到数据分布差异、模型架构差异，以及代理能力的获得本身对于强化学习的重度依赖，蒸馏从来不是「拿来就用」那么简单。