AI Engineering

Oct 19, 2026 · Artificial Intelligence

Real-Time World Models: Great Experience, Compute Pain, Distribution Challenges

PixVerse R2 demonstrates real-time world models that generate video and audio synchronously while accepting live inputs, but faces hurdles in compute costs, long-run stability, and distribution models for interactive content.