One challenge is having enough training data. Another is that the training data needs to be free of contamination. For a model trained up till 1900, there needs to be no information from after 1900 that leaks into the data. Some metadata might have that kind of leakage. While it’s not possible to have zero leakage - there’s a shadow of the future on past data because what we store is a function of what we care about - it’s possible to have a very low level of leakage, sufficient for this to be interesting.
│ "statically typed C must represent
。新收录的资料对此有专业解读
Looking forward
But there was one thing we didn't talk about. Statistics are specific to the database cluster that generated them. The primary way to populate them is `ANALYZE` which requires the actual data.。新收录的资料对此有专业解读
圖像加註文字，民主派社運人士郭鳳儀是34名被香港國安警通緝的人士之一。Article InformationAuthor, 郭悠（Koh Ewe）。新收录的资料是该领域的重要参考
结构化归档第一步是把所有积累下来的文档一次性扔给 Claude，让它帮我整理成树状目录，每个知识点单独成文，文件之间互相索引，入口是一份导读。后续遇到具体问题时，只需要把目录加上相关的一两个小文件投喂给模型，而不是把整个研究历史都塞进去。上下文消耗量大幅压缩，模型能跑得更久、更准。