AI becomes a masterbrain scientist

Author:

Zijie YangORCID,Yukai Wang,Lijing Zhang

Abstract

AbstractRecent rapid and unexpected advancements in Artificial Intelligence (AI) have dramatically shocked the world. Large language models, such as ChatGPT and GPT-4, have demonstrated remarkable potential in aggregating and organizing knowledge while providing insights and solutions to specific questions. In this study, we further explore the possibility of GPT-4 taking on a central role in a complete closed-loop biological research, functioning as a masterbrain scientist responsible for generating hypotheses, designing experiments, analyzing results, and drawing conclusions. Our findings suggest that AI has the potential to evolve into a genuine scientist, and could lead an unprecedented revolution in the area of science.

Publisher

Cold Spring Harbor Laboratory

Reference46 articles.

1. Goldstein, E. B. & Cacciamani, L. Sensation and perception (Cengage Learning, 2021).

2. Dale, E. Audiovisual methods in teaching (1969).

3. Bert: Pre-training of deep bidirectional transformers for language understanding;arXiv preprint,2018

4. Language models are few-shot learners;Advances in neural information processing systems,2020

5. Palm: Scaling language modeling with pathways;arXiv preprint,2022

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