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Towards an AI co-scientist
Juraj Gottweis, Wei-Hung Weng, Alexander Daryin et al., 2025. arXiv.
Describes an AI system of several cooperating agents that generates, debates and ranks scientific hypotheses, tested in biomedicine.
What it's used for here
The inquiry-framework survey compares its hypothesis tournament with the site's own cycle.
Cited by on this site 1 record
1 methods surveys
SRCFrameworks of inquiry
Cite it
Gottweis, J., Weng, W. H., Daryin, A., Tu, T., Sirkovic, P., Myaskovsky, A., Glowaty, G., Weissenberger, F., Orlandi, A., Popovici, D., Palepu, A., Rong, K., Tanno, R., Saab, K., Zhang, F., Blum, J., Carroll, A., Kulkarni, K., Tomašev, N., Zverinski, D., Rendulic, I., Vedadi, E., Hasler, F., Rimanic, L., Boia, M., Budiselic, I., Feinstein, B., Bellaiche, M., Sheffer, T., Freyberg, J., Ratcliff, J., Bertolli, O., Chou, K., Hassidim, A., Gokturk, B., Vahdat, A., Guan, Y., Dhillon, V., Vaishnav, E. D., Lee, B., Costa, T. R. D., Penadés, J. R., Peltz, G., Matias, Y., Manyika, J., Hassabis, D., Xu, Y., Kohli, P., Pawlosky, A., Karthikesalingam, A., & Natarajan, V. (2025). Towards an AI co-scientist. arXiv. https://doi.org/10.1038/s41586-026-10644-y
@article{gottweis2025towards,
author = {Gottweis, Juraj and Weng, Wei-Hung and Daryin, Alexander and Tu, Tao and Sirkovic, Petar and Myaskovsky, Artiom and Glowaty, Grzegorz and Weissenberger, Felix and Orlandi, Alessio and Popovici, Dan and Palepu, Anil and Rong, Keran and Tanno, Ryutaro and Saab, Khaled and Zhang, Fan and Blum, Jacob and Carroll, Andrew and Kulkarni, Kavita and Tomašev, Nenad and Zverinski, Dina and Rendulic, Ivor and Vedadi, Elahe and Hasler, Florian and Rimanic, Luka and Boia, Marina and Budiselic, Ivan and Feinstein, Ben and Bellaiche, Mathias and Sheffer, Tom and Freyberg, Jan and Ratcliff, Jeremy and Bertolli, Ottavia and Chou, Katherine and Hassidim, Avinatan and Gokturk, Burak and Vahdat, Amin and Guan, Yuan and Dhillon, Vikram and Vaishnav, Eeshit Dhaval and Lee, Byron and Costa, Tiago R. D. and Penadés, José R. and Peltz, Gary and Matias, Yossi and Manyika, James and Hassabis, Demis and Xu, Yunhan and Kohli, Pushmeet and Pawlosky, Annalisa and Karthikesalingam, Alan and Natarajan, Vivek},
title = {Towards an AI co-scientist},
journal = {arXiv},
year = {2025},
doi = {10.1038/s41586-026-10644-y},
url = {https://doi.org/10.1038/s41586-026-10644-y}
}TY - GEN TI - Towards an AI co-scientist AU - Gottweis, Juraj AU - Weng, Wei-Hung AU - Daryin, Alexander AU - Tu, Tao AU - Sirkovic, Petar AU - Myaskovsky, Artiom AU - Glowaty, Grzegorz AU - Weissenberger, Felix AU - Orlandi, Alessio AU - Popovici, Dan AU - Palepu, Anil AU - Rong, Keran AU - Tanno, Ryutaro AU - Saab, Khaled AU - Zhang, Fan AU - Blum, Jacob AU - Carroll, Andrew AU - Kulkarni, Kavita AU - Tomašev, Nenad AU - Zverinski, Dina AU - Rendulic, Ivor AU - Vedadi, Elahe AU - Hasler, Florian AU - Rimanic, Luka AU - Boia, Marina AU - Budiselic, Ivan AU - Feinstein, Ben AU - Bellaiche, Mathias AU - Sheffer, Tom AU - Freyberg, Jan AU - Ratcliff, Jeremy AU - Bertolli, Ottavia AU - Chou, Katherine AU - Hassidim, Avinatan AU - Gokturk, Burak AU - Vahdat, Amin AU - Guan, Yuan AU - Dhillon, Vikram AU - Vaishnav, Eeshit Dhaval AU - Lee, Byron AU - Costa, Tiago R. D. AU - Penadés, José R. AU - Peltz, Gary AU - Matias, Yossi AU - Manyika, James AU - Hassabis, Demis AU - Xu, Yunhan AU - Kohli, Pushmeet AU - Pawlosky, Annalisa AU - Karthikesalingam, Alan AU - Natarajan, Vivek PY - 2025 JO - arXiv DO - 10.1038/s41586-026-10644-y UR - https://doi.org/10.1038/s41586-026-10644-y ER -
Gottweis, Juraj et al.. “Towards an AI co-scientist.” arXiv (2025). https://doi.org/10.1038/s41586-026-10644-y.