AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
transformer — The neural network architecture behind modern AI models, built on attention — letting every word directly consider every other word in parallel.
Why it matters
Shows how to hold a 24fps interactive video generation loop by overlapping diffusion and VAE decode across pipeline stages, moving per-iteration cost from diffusion+decode toward max(diffusion, decode) and landing under the real-time frame budget.
