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Automated Science Experts Gather at Carnegie Mellon University for Collaborative Discussions

Experts in automated science from across the United States and Canada came to Carnegie Mellon University last month to attend “Creating a National Network of Academic Cloud and Self-Driving Labs(opens in new window),” a National Science Foundation (N ....

Tom Kalil , Benji Maruyama , Pittsburgh Supercomputing Center , Carnegie Mellon Cloud Lab , Protein Data Bank , University Of Pittsburgh , Us Air Force Research Laboratory , Emerald Cloud Lab , Force Research Laboratory , Schmidt Futures , Emerald Cloud ,

Coscientist, the AI System Mastering Nobel Prize-Winning Reactions

Coscientist, the AI System Mastering Nobel Prize-Winning Reactions
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United States , Daniila Boiko , Akira Suzuki , Kenkichi Sonogashira , Ben Kline , Robert Macknight , Gabe Gomes , David Berkowitz , Daniil Boiko , Gabe Gomes At Carnegie Mellon University , Chemoenzymatic Synthesis At Northwestern University , Us National Science Foundation Center , Chemistry Research , Royal Society Of Chemistry , American Chemical Society , Us National Science Foundation , Chemistry Division , Carnegie Mellon Ai Coscientist Transforms Lab Work , Emerald Cloud Lab , Carnegie Mellon University , University Of Notre Dame , Nobel Prize Winning , Prize Winning Reactions , Science Foundation Center , Chemoenzymatic Synthesis , Northwestern University ,

Artificially Intelligent Coscientist Automates Scientific Discovery

Artificially Intelligent Coscientist Automates Scientific Discovery
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Gabe Gomes , Ben Kline , Carnegie Mellon , Brian Frezza , Robert Macknight , David Berkowitz , Daniil Boiko , College Of Engineering , Carnegie Mellon University Cloud Lab , Carnegie Mellon Cloud Lab , Us National Science Foundation , Carnegie Mellon University , National Science Foundation , Centers For Chemical Innovation , Emerald Cloud Lab , Chemistry Division , Mellon College Of Science , Assistant Professor , Chemical Engineering , Director David , Carnegie Mellon Alumni , Kathy Covert , Chemical Innovation , Science Foundation , Mellon College , Chemoenzymatic Synthesis ,

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 ,

Meet 'Coscientist,' your AI lab partner

Meet 'Coscientist,' your AI lab partner
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United States , Robert Macknight , Kenkichi Sonogashira , Daniil Boiko , Gabe Gomes , David Berkowitz , Akira Suzuki , Chemoenzymatic Synthesis At Northwestern University , Royal Society Of Chemistry , American Chemical Society , Carnegie Mellon University , University Of Notre Dame , Chemistry Division , Emerald Cloud Lab , Us National Science Foundation Center , Science Foundation Center , Chemoenzymatic Synthesis , Northwestern University , Computer Assisted Synthesis , Notre Dame , Division Director David , Simplified Molecular Input Line Entry System , Nobel Prize , Richard Heck , Royal Society ,