Robbyant has released LingBot-World 2.0 (Infinity) as an open-source model, addressing the industry issue of "long-horizon drift" that causes visual blurring, structural collapse, and breakdown of scene logic in extended video generation. The model maintains visual fidelity and structural coherence over hour-long continuous generation by using a Causal Pretraining Paradigm and a proprietary MoBA mechanism, eliminating compounding errors that cause degradation. LingBot-World 2.0 introduces a native dual-agent mechanism: a Director Agent for narrative events and environmental shifts, and a Pilot Agent for real-time character behaviors, enabling dynamic world evolution without pre-written scripts. The system supports physics-plausible actions and global environmental changes triggered by natural language. Robbyant has distilled a fast-inference version for real-time interaction, generating, streaming, and displaying content simultaneously with stable 720p/60fps output and near-zero latency feedback for responsive keyboard controls. This interactive version is immediately available on the Reactor platform.