Two Minute Papers · 2026-09-10 · notable
Two Minute Papers — 'I Never Thought I'd See This Happen'
Two Minute Papers covers OpenAI's Navier-Stokes blowup proof in an episode posted on 10 September 2026. The description sets the AI-produced result next to the host's own fluid-simulation thesis and papers.

Two Minute Papers walks through OpenAI's Navier-Stokes blowup proof from the angle of a fluid-simulation researcher.
What is it?
'I Never Thought I'd See This Happen' went up on the Two Minute Papers channel on 10 September 2026. The episode is about OpenAI's Navier-Stokes solution paper, in which AI agents produced a machine-checked Lean proof that a solution can blow up. The channel's description links that paper first, before anything else.
How does it work?
The framing is personal rather than a line-by-line paper walkthrough. The description puts the OpenAI result beside the host's own fluid work — a master's thesis on fluid control and a real-time fluid-control paper — and points at a full interview with Demis Hassabis plus the two videos the episode draws footage from.
Why does it matter?
The Navier-Stokes proof is being argued over on its mathematical merits, but most people will meet it through a video rather than the Lean files. A channel that has covered fluid simulation for years explaining why the result is surprising reaches an audience that will never open the proof repository.
Who is it for?
people following the Navier-Stokes result