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StableWorld is a method that improves stability and temporal consistency in interactive video generation by dynamically evicting degraded frames while retaining geometrically consistent ones. It prevents cumulative drift and scene collapse during long-horizon interactions, and is model-agnostic, working across frameworks like Matrix Game and Open Oasis.
AI named StableWorld from February 2026 to March 2026.