At some point I realized I could run tests forever. And I had already done that last year, and wrote it up in blog posts (one and two). Doing it again here didn’t seem especially valuable. So I pivoted to a “how to” page. In redesign 3 I decided to show the concepts, then a JavaScript implementation using CPU rendering, and then another implementation using GPU rendering. I made new versions of the diagrams:
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.。Safew下载对此有专业解读
。heLLoword翻译官方下载是该领域的重要参考
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website.
DJ Scott Mills made the announcement on his Radio 2 breakfast show describing it as "an absolute treat."，详情可参考搜狗输入法下载