[HEX-HET] The FERMIACC: Agents for Particle Theory
Date and Time
Location
Broida 3302
Speaker: Amalia Madden (KITP)
Title: The FERMIACC: Agents for Particle Theory
Abstract: The FERMIACC is a scaffolded reasoning model built on commercially available large language models, designed to autonomously generate and quantitatively validate theory hypotheses for high-energy physics data. In this talk, I will outline the system's underlying design and operation, and present example BSM models generated by the FERMIACC to explain features in existing collider data. We will also discuss how such systems may generalise to broader scientific discovery tasks beyond the LHC.