Trending research and the full catalog - each paper linked to the benchmarks, methods, and models it introduces.
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21 Sep 2026
Latent world models predict the consequences of actions, but accurate prediction does not guarantee that latent distance reflects which candidate will execute successfully.
15 Sep 2026
Foundation models, alongside advances in learned game-world models, are reshaping AI across the game lifecycle. Beyond playing games, recent systems model players and game dynamics, support design and development, adapt player-facing experiences at runtime, and evaluate…
29 Sep 2026
Large language models (LLMs) are increasingly deployed as agents for multi-step decision-making, yet transfer poorly to unseen environments. World-model methods address this by training agents to predict future observations, at the cost of additional training and errors that…
6 Oct 2026
Web agents complete user requests by reading and acting on pages that third parties write, so an instruction planted on a page can redirect the agent away from the user's goal.
2 Oct 2026
Physical fidelity has received increasing attention in world models and video generation, yet how video representations encode physical information remains less understood.