What it sells
A foundation model for physics.
Business model breakdown
Trigger: what makes them buy now?
Latency-sensitive tasks (e.g. autonomous vehicle path choice) and infeasible simulations (gravitational waves) that traditional solvers make too slow.
Workflow: what inputs become what output?
Trains a transformer on outputs of traditional physics simulations; linear attention yields a constant-time surrogate for simulating time evolution.
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| — | Y Combinator Winter 2025 | — | Y Combinator | ycombinator.com |
Profiles summarize public reporting and company websites. Business-model notes are MaxBC's reading of that material, not confirmed facts; unknowns are left blank rather than guessed. Updated 2026-10-12.