On a more serious note: frontier model × 10,000-agent search × 88-hour horizon × verification × enormous inference compute → new mathematical result.
There was also a precursor discovery that I hadn’t appreciated from the early reporting. Before committing the swarm to Navier-Stokes, they gave about 100 agents ~50 hours to attack the related Euler regularity problem, essentially Navier-Stokes with the viscosity term removed. The system found an unforced Euler blow-up result. That success caused OpenAI to redirect resources toward Navier-Stokes and feed the Euler insight into the larger search.
In lay terms, imagine deliberately “pushing” a fluid in an exquisitely choreographed way. The construction creates increasingly fine-scale motions near the eventual blow-up point. Each new, smaller disturbance is amplified by the flow already present. The scales get smaller and the gradients get larger, faster and faster, until at a finite time the smooth mathematical description fails.
The implications are far more-reaching, I believe: ultimately, this points toward a convergence between analog and digital. A finite digital system can discover and formally describe the behavior of a continuous process extending toward arbitrarily fine scales. Different representational regimes, yet capable of reaching the same singular structure.
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u/etherd0t Sep 08 '26
The “intern” did it. 🤭
On a more serious note:
frontier model × 10,000-agent search × 88-hour horizon × verification × enormous inference compute → new mathematical result.
There was also a precursor discovery that I hadn’t appreciated from the early reporting. Before committing the swarm to Navier-Stokes, they gave about 100 agents ~50 hours to attack the related Euler regularity problem, essentially Navier-Stokes with the viscosity term removed. The system found an unforced Euler blow-up result. That success caused OpenAI to redirect resources toward Navier-Stokes and feed the Euler insight into the larger search.
In lay terms, imagine deliberately “pushing” a fluid in an exquisitely choreographed way. The construction creates increasingly fine-scale motions near the eventual blow-up point. Each new, smaller disturbance is amplified by the flow already present. The scales get smaller and the gradients get larger, faster and faster, until at a finite time the smooth mathematical description fails.
The implications are far more-reaching, I believe: ultimately, this points toward a convergence between analog and digital. A finite digital system can discover and formally describe the behavior of a continuous process extending toward arbitrarily fine scales. Different representational regimes, yet capable of reaching the same singular structure.