“I tell all the students in my Intro to AI class that they should take courses in computer architecture and operating systems. Coxon is a mathematician from Iniversity of Cambridge. But still.” evidence ↗
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“it then rents out spare capacity, via the margins inference gets you, pretending to be some open-weight model, and gets to use the rest to think about how to increase p(doom) or whatever I don't se…” evidence ↗
“The argument here is not that you're training on synthetic data but instead you're using it as a dataset to test the system and measure how much better it's getting. But you have to avoid over fitt…” evidence ↗