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The proximal cause of today’s op-ed is OpenAI’s deprecation of their finetuning APIs. For years, OpenAI stood out among the big labs for their finetuning support, and many many many talks and content pieces and AI engineers promoted how you can get some variant of “get o1 performance at 4o prices” and insisting that it was an important part of the toolkit.