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The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
Chris Lu, Cong Lu, Robert Tjarko Lange et al., 2024. arXiv.
Describes The AI Scientist, a system in which language models propose research ideas, write and run experiments, draft papers and review them automatically, applied to machine learning research.
What it's used for here
The inquiry-framework report cites it as an automated research loop whose weak point is self-review, and concludes that automated review cannot replace an outside check.
Cited by on this site 1 record
1 methods surveys
SRCFrameworks of inquiry
Cite it
Lu, C., Lu, C., Lange, R. T., Foerster, J., Clune, J., & Ha, D. (2024). The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery. arXiv. https://arxiv.org/abs/2408.06292
@article{lu2024ai,
author = {Lu, Chris and Lu, Cong and Lange, Robert Tjarko and Foerster, Jakob and Clune, Jeff and Ha, David},
title = {The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery},
journal = {arXiv},
year = {2024},
url = {https://arxiv.org/abs/2408.06292}
}TY - GEN TI - The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery AU - Lu, Chris AU - Lu, Cong AU - Lange, Robert Tjarko AU - Foerster, Jakob AU - Clune, Jeff AU - Ha, David PY - 2024 JO - arXiv UR - https://arxiv.org/abs/2408.06292 ER -
Lu, Chris et al.. “The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.” arXiv (2024).