Latent Space · 2026-05-05 · major
Latent Space: Doing Vibe Physics — GPT-5.2 Solves Year-Long Gluon Problem in 11 Minutes
OpenAI physicist Alex Lupsasca recounts GPT-5.2 solving a gluon amplitude problem he'd spent a year on — in 11 minutes — and then generating 110 pages of original quantum gravity research in under three days.
GPT-5.2 solved a year-long physics problem in 11 minutes, then wrote 110 pages of original quantum gravity research.
What is it?
Latent Space podcast episode with OpenAI physicist Alex Lupsasca documenting concrete cases where GPT-5.2 produced novel, verifiable theoretical physics results beyond the training data.
How does it work?
Lupsasca used structured prompting and iterative refinement to guide the model through complex mathematical derivations, verifying each step against known physics constraints.
Why does it matter?
This is among the strongest documented evidence of AI generating new scientific knowledge at the frontier — a critical threshold for AI's role in accelerating human discovery.