Speaker: Robert Tang, PhD Student in Computer Science at Yale University
Title of Talk: Empowering Biomedical Research with Large Language Models and AI Agents
When: Wednesday, July 24, 4:30pm-5:30pm
Location: 100 College Street, 11th Floor, Workshop 1167
Recording Link: https://www.youtube.com/watch?v=rxUbC-gz-wI
Speaker bio:
We envision "AI scientists" as collaborative agents capable of reasoning and coding that empower biomedical research. I will first demonstrate MedAgents, the first multi-agent framework in the medical field. MedAgents examines how large language models (LLMs) can be used as collaborative experts to enhance medical reasoning through multi-round discussions. Then, I will briefly present our works on benchmarking existing LLMs on bioinformatics code generation and agents on repository-level data science tasks. Finally, while LLMs' capabilities are promising, I will highlight vulnerabilities and potential risks associated with their misuse and emphasize the need for safety measures.
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