AI Reports · Amazon · 2026-09-25 · Research paper
A kernel-centric path to real-time video generation on Trainium
Using the Neuron Kernel Interface, a Reactor–AWS collaboration addressed dynamic shapes, memory access patterns, and cache management, which make real-time autoregressive diffusion difficult. The team built techniques that generalize across models.