Psychology and biology offer one way of thinking about "The One", but mathematics puts forward another.
如果说文化上的早期中国孕育于史前时期，秦汉国家则确立了政治与疆域上的“大一统”。作为秦人经略西部边疆的见证，秦“采药昆仑”石刻（尕日塘秦刻石）的公布一度引起学界广泛争论。理不辩不明，仝涛结合严谨的文字识读与地望考证，确认其是现存于原址的唯一一处秦代刻石。这一成果表明，早在2000多年前，大一统王朝国家就已将其意志贯彻到了高原之巅、黄河之源。
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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: