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Well-run autolabs recursively training discipline-specific models are becoming very valuable assets. I write more about this here: https://x.com/jmalchow/statu
by malchow 3mo ago
Well-run autolabs recursively training discipline-specific models are becoming very valuable assets. I write more about this here:
https://x.com/jmalchow/status/2067298271647904061 https://x.com/jmalchow/status/2067298271647904061
- wasabi991011 3mo agoIs there a way to read this without a Twitter account?
- deleted 3mo ago[deleted]
- FigurativeVoid 3mo agoIt looks like xcancel doesn't support articles yet. There may be another service?
- malchow 3mo agohttps://www.linkedin.com/pulse/bicycle-joseph-malchow-liv9c/ https://www.linkedin.com/pulse/bicycle-joseph-malchow-liv9c/
- wasabi991011 3mo agoThanks
- WithinReason 3mo agohttps://xcancel.com/OpenAI/status/2067293746556027376 https://xcancel.com/OpenAI/status/2067293746556027376 GPT-5.4 reviewed scientific literature, generated and ranked research proposals, helped design experiments, analyzed results, and proposed follow-up studies. Human chemists steered the work, selected proposals for testing, and validated the final result. Maria [AI] tested the idea across 10,080 reactions, and human chemists later validated representative results by hand. Under the optimized conditions, yields improved for 88% of the boronic acids and 83% of the sulfonamides tested. Human chemists then repeated 14 representative reactions by hand: 11 showed higher yields, including 8 with a more than twofold improvement. The full process took about 2.5 months, plus another half month for human chemists to write up the results.
- wasabi991011 3mo agoThanks, but this wasn't the link I was referring to
- fuzzfactor 3mo agohttps://x.com/jmalchow/status/2067298271647904061 https://x.com/jmalchow/status/2067298271647904061 requires Twitter sign in https://xcancel.com/jmalchow/status/2067298271647904061 https://xcancel.com/jmalchow/status/2067298271647904061 does not, although sometimes spotty
- CamperBob2 3mo agoIt kills me how many scientific researchers in various fields still rely on X. Every time they post or read a tweet, they are subsidizing the guy who wants more than anything else -- having already gained everything else -- to put them out of a job.