Runway details real-time video generation research: first-frame latency over finished clips

runwayml · x · 2026-09-11

Runway published "Towards Instant Video Generation," laying out its real-time video research direction: instead of the prompt-wait-render loop, it optimizes time-to-first-frame and streams video as you prompt, an approach already used in Runway Characters. Slower generation is the top user pain point; instant feedback shifts time to directing, and faster models cut GPU cost. The company credits nearly a decade of in-house foundation-model training infrastructure, building on last week's Solaris and GWM Worlds 2 releases and its agent-training work in digital and physical worlds.

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