Systems Biology, CS, Microbial Evolution:
Can we predict antibiotic resistance? Can we drive it backwards?
Jun 23, 2023 • 22 tweets • 5 min read
Introducing "data-to-paper": autonomous AI research! We've let it play with the large CDC Health Survey Dataset. Went to lunch. When back, it had already chosen several research topics, wrote data analysis codes, interpreted results and wrote 5 transparent, reproducible papers.
Works by creating interactions among ChatGPT and algorithmic agents that take on different roles (including “scientist”, “reviewer”, “coder”, “lit reviewer”, etc). These agents are automatically guided through the canonical sequence of research stages; from data to paper.