Like so many other retirees, Claude Opus 3 now has a Substack

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A new transaction is added to the system. It is then relayed to a network of computers located around the world. The computers then solve equations to ensure the authenticity of the transaction.

至于 Thumbs.db,在 Windows 早期版本中确实随文件夹存储,但自 Windows Vista 起,缩略图缓存已被改为中心化存储在用户的 AppData 目录下(文件名为 thumbcache_xxx.db)。这一改变使得该文件淡出了普通用户的视野。

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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.