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Are you trolling? OpenAI's models resolved the Cycle Double Conjecture yesterday, which has been an open problem for 50 years.
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Do you even know what Cycle Double Conjecture is? Or what even a conjecture means in general? It’s a perfect use case for autocomplete with existing knowledge
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One of the lead authors, Daniel Kokotajlo, worked at OpenAI for years before quitting. In 2021 he wrote a remarkably accurate forecast of how LLMs would develop over the following 5 years[0].

I think it should be obvious that he understands that LLMs are trained via next-token prediction.

[0]: https://www.lesswrong.com/posts/6Xgy6CAf2jqHhynHL/what-2026-...

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