There is only one way to eat an elephant: a bite at a time.
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I have been thinking a lot lately about “diachronic AI” and “vintage LLMs” — language models designed to index a particular slice of historical sources rather than to hoover up all data available. I’ll have more to say about this in a future post, but one thing that came to mind while writing this one is the point made by AI safety researcher Owain Evans about how such models could be trained:,详情可参考服务器推荐
In this case, the code I thought was complex – the crypto, Merkle trees, and protocol gymnastics – was fine. It was the “trivial” line that killed performance.