Foundation model for physics that simulates real-world physical systems with linear-time scaling computation.
Trim builds a general AI model for simulating real-world physical systems evolving over time, such as wave propagation and other spatial dynamics. The Trim Transformer uses a custom Galerkin-type linear attention mechanism that scales linearly with both spatial dimensions and grid size, enabling previously infeasible applications like gravitational-wave detection and drastically reducing latency for autonomous vehicle path planning. Trim is a product of Trim.