Bharath Ramsundar
@rbhar90
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Founder and CEO @deepforestsci. Creator of @deep_chem. Author @OReillyMedia. @stanford CS PhD. https://t.co/7LDcegrCsc
Joined June 2015
Solving from memory vs solving from scratch--Or the Futility of applying "Complexity Lens" to LLMs #SundayHarangue #NeurIPS2025 Edition I continue to be puzzled by the insistence on viewing LLM task performance in terms of the computational complexity of the underlying task (see
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I agree with all of this. AI policing is much less useful than just reverting to in class pencil and paper exams.
A number of people are talking about implications of AI to schools. I spoke about some of my thoughts to a school board earlier, some highlights: 1. You will never be able to detect the use of AI in homework. Full stop. All "detectors" of AI imo don't really work, can be
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I don't know if this is the path to AGI, but I like this a good bit. There's something elegant about the ability to formulate deep models concisely and precisely. I hope this line of work continues
I've found the path to AGI: https://t.co/NRvZViBVUc
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We have a poster from @deep_chem and @deepforestsci at the ICML CodeML workshop this year. A fully pythonic implementation and extension of DeepVariant built into the @deep_chem stack. Will share more about cool applications as the project progresses!
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