Streaming video generation targets higher throughput and semantic control

Wave Forcing claims up to 2.53× throughput over context-parallel baselines with quality comparable to Rolling Forcing at five steps. A Kling practitioner report adds observations on semantic contracts, text encoders, reward roles, and shortcut-resistant evaluation, but lacks independent-study evidence. Broader quality, latency, and hardware comparisons are needed.