@_arohan_
co-founder, board @coreauto - and continuing to aspire to understand deep learning.
AI
A user argues that the shale revolution's contribution to AI has been underappreciated.
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The speaker says they may have a unique perspective from scaling many generations of training systems.
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A user jokes that one frontier lab is preparing a better model while others are reportedly releasing better successors.
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A user argues that evaluations are central to selling data to frontier labs and building self-improving models.
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SemiAnalysis says an upstream vLLM optimization made the 2.8-trillion-parameter model 1.68 times faster on the same hardware.
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One commenter says it's hard to separate distillation's contribution from gains made through internal reinforcement learning.
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A user compares that potential shift to writing and the printing press, which spread intellectual output widely.
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A user says Baguettotron's feature connections differ sharply from Gemma-270m's, perhaps more because of synthetic pretraining than deep architecture.
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A shared article excerpt says OpenAI leaders described possible tactics including offers of money and attempts to seduce employees.
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A post links to a photo without offering any explanation beyond 'hmm.'
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The presenter says the San Francisco talk will cover hardware codesign and synchronous versus asynchronous training.
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A user says Argon often doesn't reason at all or leaks all of its reasoning as plain text.
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Bespoke says Nimble-v4-max scored 68.4 on the Decision Index, 10.50 points above Jev 1.13.
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Google says Argon is available through its paid API tier and to Pro and Ultra subscribers in Gemini and Search.
YouTube
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A user calls research “the golden goose” while quoting another post, without elaborating.
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Axios reports the move followed officials' claim that Anthropic used the State Department's immigrant visa application system 'fraudulently.'
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A poster jokes that Matej's draft claims a Coreauto member-of-technical-staff role focused on reinforcement-learning performance.
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A user compares labs’ release language to calling something “the best model in the north western jersey nowadays.”
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A poster wonders whether all ambitious neo labs should find ways to work together.