longouyang's profile picture. human + machine learning @OpenAI. previously: cognitive scientist @Stanford, baby

Long Ouyang

@longouyang

human + machine learning @OpenAI. previously: cognitive scientist @Stanford, baby

just played around a little with tinker from thinking machines.. definitely makes sft / rl a lot more accessible


context length anxiety ~= range anxiety


genie 3 (incredible, of course) feels like something that should have come out of meta when it was more focused on VR.


proposal for new term - structurable data: unstructured data that can be turned into structured with the right llm invocations


cool feature of macos26 - integrated language model support that user applications can generally call. this would be a nice wedge for homelab inference powered by a mac mini or even homepod.


random nice use case for LLMs - asking questions about tv shows / movies you havent seen and requesting no spoilers


in general, pretraining data curation often removes ads or boilerplate, but when agents browse or do research, they can get inundated with the stuff - it feels like they can get distracted / fooled by fluff content, possibly due to differences in train/test distributions


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