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Autonomous chemical research with large language models

Transformer-based large language models are making significant strides in various fields, such as natural language processing1–5, biology6,7, chemistry8–10 and computer programming11,12. Here, we show the development and capabilities of Coscientist, an artificial intelligence system driven by GPT-4 that autonomously designs, plans and performs complex experiments by incorporating large language models empowered by tools such as internet and documentation search, code execution and experimental automation. Coscientist showcases its potential for accelerating research across six diverse tasks, including the successful reaction optimization of palladium-catalysed cross-couplings, while exhibiting advanced capabilities for (semi-)autonomous experimental design and execution. Our findings demonstrate the versatility, efficacy and explainability of artificial intelligence systems like Coscientist in advancing research. Coscientist is an artificial intelligence system driven by GP ....

International Conference On Theory Of Information Retrieval , Curran Associates , Conference On Research , Emerald Cloud Lab , Development In Information Retrieval , International Symposium On Machine Programming , International Conference On Learning Representations , Neural Information Processing Systems , Machine Programming , International Conference , Learning Representations , Hugging Face , Information Retrieval , Massive Datasets , Cambridge Univ , Big Data , Cloud Lab ,

Show It or Tell It? Text, Visualization, and Their Combination

Show It or Tell It? Text, Visualization, and Their Combination
acm.org - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from acm.org Daily Mail and Mail on Sunday newspapers.

United States , New York , United Kingdom , David Ebert , Lundgarden Satyanarayan , Cindy Xiong , Scott Mccloud , Maryanne Wolf , Aiman Gaba , Danielle Szafir , Martia Hearst , Hendrick Strobelt , School Of Information , Ask Jeeves , Noderivs International , Digital Library , User Interface Software , Association For Computing Machinery , University Of California , Cognitive Research , Cognitive Science Society Meeting , Wiley Online Library , Machine Learning Research , Meeting Of The Association For Computational Linguistics , Wikipedia Foundation , Acm Inc ,

Machining Automation Engineer

Machining Automation Engineer
it-online.co.za - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from it-online.co.za Daily Mail and Mail on Sunday newspapers.

Engineering National Diploma , Machine Programming , National Diploma , இயந்திரம் ப்ரோக்ராமிஂக் , தேசிய டிப்ளோமா ,

Detailed text transcripts for TV channel - MSNBC - 20100615:16:37:00

We did campaign, he did not. we made great many appearances. he did not. there was no way to even know who mr. greene was unless you were on the democratic website or unless you saw one particular article i believe in the greenville news. so the issue is not mr. greene at this point in time. i m filing a protest basically to determine whether or not the machine programming malfunctioned in some way, shape, or form. and i m not saying anybody s responsible for it directly. i m simply saying that it s important to the voters of south carolina and to our democracy to assure that the voting process is correct. my goodness, if we can deal with afghanistan on voting rights, why can t we deal with it at home? i was just talking to south carolina political insider a couple days ago, and i was told that part of the problem is it makes you look really bad that you lost to a guy who didn t even campaign. how much of this is just about sour grapes? ....

Alvin Greene , South Carolina , Machine Programming , Voting Process , Afghanistan On Voting Rights , Didn T ,