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The impact extends beyond mathematics. We have seen some pretty positive outcomes for LLMs as an assistant for scientists - with a lot of custom agent dev thoug
by kubrickslair 2y ago
The impact extends beyond mathematics. We have seen some pretty positive outcomes for LLMs as an assistant for scientists - with a lot of custom agent dev though - and not off-the-shelf models.
This is already being used by a few hundred scientists in a lab. We are aiming to extend to thousands next year with a focus on CS, climate & bio.
- benreesman 2y agoI think this readership would be highly interested by anything hundreds of serious scientists are doing in serious work. Can you share any details?
- kubrickslair 2y agoThanks! Most of the current work is not yet out as press or blogs - we generally do that post code release/ publications/ arXiv submissions. Will share them as they are made public. Meanwhile, this is the blog of our earliest work from January that will be published in ICML24: https://blog.allenai.org/data-driven-discovery-with-large-generative-models-e1a062e99390 https://blog.allenai.org/data-driven-discovery-with-large-ge... Also if you are interested - happy to correspond more by email. Lot more to share privately.
- benreesman 2y agohttps://arxiv.org/pdf/2402.00159 https://arxiv.org/pdf/2402.00159 MIT, the Steel Factory, Cal, UDub and what, 37 authors pushed a preprint and no one heard about it? @dang I can’t be the only one who has had it on this GPT-5 test flight shit. I don’t care how many clean Azure IPv4 blocks Altman has, throw this motherfucker out.
- kubrickslair 2y agoHaha, I think it was covered at HN. But did not get as much attention as it should have.