Shashank Chaurasia

The World Model Hardware Accelerator

Diffusion transformers invert the arithmetic that autoregressive decoding made familiar. There is no token-by-token recurrence: every denoising step is a full-sequence forward pass over static shapes, so the entire schedule is known at compile time and the only serial dimension is the step count itself. We exploit that...