Why LLMs Fail at Mathematics and Physics Research (And What To Do About It)

I recently had an enlightening conversation with Rob May and Yash Sharma of NeuroMetric.ai about adversarial verification protocols. Their insightful questions forced me to crystallise something I’d been circling for a while: why frontier models perform so much better at undergraduate mathematics than research-level work. (I assure you, the only “PhD smarts” they have is […]