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"Taylorism is a management philosophy based on using scientific optimization to maximize labor productivity and economic efficiency. Here's the result of making the false Taylorist assumption that the output of scientific research is scientific papers—the more, faster, and cheaper, the better."
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"The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery Chris Lu1,2,*, Cong Lu3,4,*, Robert Tjarko Lange1,*, Jakob Foerster2,, Jeff Clune3,4,5, and David Ha1, *Equal Contribution, 1Sakana AI, 2FLAIR, University of Oxford, 3University of British Columbia, 4Vector Institute, 5Canada CIFAR AI Chair, Equal Advising One of the grand challenges of artificial general intelligence is developing agents capable of conducting scientific research and discovering new knowledge. While frontier models have already been used as aids to human scientists, e.g. for brainstorming ideas, writing code, or prediction tasks, they still conduct only a small part of the scientific process. This paper presents the first comprehensive framework for fully automatic scientific discovery, enabling frontier large language models (LLMs) to perform research independently and communicate their findings. We introduce The AI Scientist, which generates novel research ideas, writes code...."
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