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The perpetual motion machine of AI-generated data and the distraction of ChatGPT as a ‘scientist’

January 25, 2024
in Science
The perpetual motion machine of AI-generated data and the distraction of ChatGPT as a ‘scientist’
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As a longtime researcher at the intersection of artificial intelligence (AI) and biology, for the past year I have been asked questions about the application of large language models and, more generally, AI in science. For example: “Since ChatGPT works so well, are we on the cusp of solving science with large language models?” or “Isn’t AlphaFold2 suggestive that the potential of AI in biology and science is limitless?” And inevitably: “Can we use AI itself to bridge the lack of data in the sciences in order to then train another AI?”

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References

Burley, S. K. et al. Nucleic Acids Res. 51, D488–D508 (2023).

Article 
CAS 
PubMed 

Google Scholar 

Jumper, J. et al. Nature 596, 583–289 (2021).

Article 
CAS 
PubMed 
PubMed Central 

Google Scholar 

Terwilliger, T. C. et al. Nat. Methods https://www.nature.com/articles/s41592-023-02087-4 (2023).

Jahanian, A., Puig, X., Tian, Y. & Isola, P. Generative models as a data source for multiview representation learning. Preprint at arXiv https://arxiv.org/abs/2106.05258 (2022).

Dietterich, T. G. In Multiple Classifier Systems (MCS 2000), Lecture Notes in Computer Science Vol. 1857 (Springer, 2000).

Schuhmann, C. et al. LAION-5B: an open large-scale dataset for training next generation image-text models. Preprint at arXiv https://arxiv.org/abs/2210.08402v1 (2022).

Deng, J. et al. Fundam. Res. 3, 727–737 (2023).

Article 
CAS 

Google Scholar 

Kearnes, S. M. et al. J. Am. Chem. Soc. 143, 18820–18826 (2021).

Article 
CAS 
PubMed 

Google Scholar 

Tran, R. et al. ACS Catal. 13, 3066–3084 (2022).

Article 

Google Scholar 

Sriram, A. et al. The Open DAC 2023 dataset and challenges for sorbent discovery in direct air capture. Preprint at arXiv https://arxiv.org/abs/2311.00341v2 (2023).

Jain, A. et al. APL Mater. 1, 11002 (2013).

Article 

Google Scholar 

Download references

Acknowledgements

Thanks to Tyler Bonnen, James Bowden, Jennifer Doudna, Lisa Dunlap, Alyosha Efros, Nicolo Fusi, Aaron Hertzmann, Hanlun Jiang, Aditi Krishnapriyan, Jitendra Malik, Sara Mostafavi, Hunter Nisonoff and Ben Recht for helpful comments on this piece as it was taking shape.

Author information

Authors and Affiliations

Electrical Engineering and Computer Science, University of California, Berkeley, Berkeley, CA, USA

Jennifer Listgarten

Center for Computational Biology, University of California, Berkeley, Berkeley, CA, USA

Jennifer Listgarten

Corresponding author

Correspondence to
Jennifer Listgarten.

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Competing interests

The author declares no competing interests.

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Cite this article

Listgarten, J. The perpetual motion machine of AI-generated data and the distraction of ChatGPT as a ‘scientist’.
Nat Biotechnol (2024). https://doi.org/10.1038/s41587-023-02103-0

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Published: 25 January 2024

DOI: https://doi.org/10.1038/s41587-023-02103-0

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