Hour-Scale World Models and Embodied Simulation
CyberRobooo · x · 2026-07-11
The post introduces a project named LingBot-World 2.0, focusing on the transition from "hour-scale world generation" to embodied simulation.
It mentions the ability to perform 720p/60fps real-time generation while maintaining visual stability over long rollouts. Technically, it upgrades both the predictive backbone and the interaction layer to enhance action and event modeling.
Additionally, the system features a Director Agent mechanism that injects dynamic events during rollouts, bringing the world model's interactions closer to real-world complexity.
Related event: Ant Group Open-Sources LingBot-World 2.0 Interactive World Model(15 posts)→
More from Research
- Structural ensembles beat single predictions in TCR:pMHC generalization study — quaidmorris · 2026-07-22
- RSS launches under OMSF to push structural biology data modeling at scale — MoAlQuraishi · 2026-07-22
- enFoldX tops 8 neoantigen scans and an unseen-peptide benchmark — quaidmorris · 2026-07-22
- enFoldX reaches AUC 0.82 on human VDJdb and transfers to mouse at 0.76 — quaidmorris · 2026-07-22
- enFoldX gains accuracy as AF3 ensemble disagreement rises for non-binders — quaidmorris · 2026-07-22
- A 3D ray plot shows how hard this Jacobian counterexample is to read — moultano · 2026-07-22