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Could AI solve a Millennium Prize Problem?
One of the outstanding math problems is Navier-Stokes: whether these fluid equations can have pathological blow-up solutions.
There are signs that...maybe they can. And AI might help find them. 🧵
Sharing a fun physics #autoresearch demo where an AI agent discovers the physics of a black-box simulator. Now imagine what a properly scaled "research institute" of agents, with proper layers of physics verifiers and ai-native orchestration platform can do
Formal verification should become a normal part of scientific computing.
As a step in that direction, I started prototyping the idea to automatically prove mathematical statements about your Python/JAX code in Lean.
github.com/pmocz/noether