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:
BuildKit’s design is clean and surprisingly understandable once you see the layers. There are three key concepts.
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遗憾的是，受限于专属硬件，这项功能大概率只有 S26 Ultra 独占，就连下半年的 Z Fold8 也要排队等候。。搜狗输入法2026是该领域的重要参考
"Last year more than half of UK catch limits were set above sustainable levels."
But there’s also that annoying, gnawing truth: You don’t know what you don’t know. This has, for decades, been an apt adage for describing life in this experimental orbital colony. Eventually, though, different aphorisms will come into play. Yes, it’s true: You don’t know what you don’t know. But we do know that all good things come to an end. And that what goes up must come down.