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Daniil A. Boiko, Robert MacKnight, Ben Kline, Gabe Gomes
Transformer-based large language models are making significant strides in various fields, such as natural language processing 1–5 , biology 6,7 , chemistry 8–10 and computer programming 11,12 . 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.
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Boiko, D. A., MacKnight, R., Kline, B., & Gomes, G. (2023). Autonomous chemical research with large language models. Nature, 624(7992), 570–578. https://doi.org/10.1038/s41586-023-06792-0
Boiko, Daniil A., et al. "Autonomous chemical research with large language models." Nature, vol. 624, no. 7992, 2023, pp. 570–578, https://doi.org/10.1038/s41586-023-06792-0.
Boiko, Daniil A., Robert MacKnight, Ben Kline, and Gabe Gomes. "Autonomous chemical research with large language models." Nature 624, no. 7992 (2023): 570–578. https://doi.org/10.1038/s41586-023-06792-0.
Boiko D. A., MacKnight R., Kline B. [и др.] Autonomous chemical research with large language models // Nature. — 2023. — Vol. 624, № 7992. — P. 570–578. — URL: https://doi.org/10.1038/s41586-023-06792-0
@article{boiko2023autonomous,
title = {{Autonomous chemical research with large language models}},
author = {Daniil A. Boiko and Robert MacKnight and Ben Kline and Gabe Gomes},
journal = {Nature},
year = {2023},
volume = {624},
number = {7992},
pages = {570--578},
doi = {10.1038/s41586-023-06792-0},
url = {https://doi.org/10.1038/s41586-023-06792-0}
}TY - JOUR AU - Boiko, Daniil A. AU - MacKnight, Robert AU - Kline, Ben AU - Gomes, Gabe TI - Autonomous chemical research with large language models JO - Nature VL - 624 IS - 7992 SP - 570 EP - 578 PY - 2023 DA - 2023/12/20 DO - 10.1038/s41586-023-06792-0 UR - https://doi.org/10.1038/s41586-023-06792-0 ER -
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