#world models
World Models: 4 AI articles covering world models news, analysis, and research
Articles
Orbia: A New Benchmark for Evaluating 3D Consistency in AINEW⭐9
Orbia introduces a benchmark for systematically evaluating 3D consistency in AI-generated interactive video worlds, testing input preservation, content persiste...
Beyond Domain-Specific World Models: JEPA-Anything Uses One⭐8
JEPA-Anything applies one shared recipe across seven domains using Orthogonal Predictive Factorization, a domain-agnostic framework for building world models.
HyperWorld: Hypergraph-Structured State Serialization Improves⭐7
HyperWorld shows hypergraph-structured state serialization improves learned textual world models, boosting effect prediction and planning, especially in smaller...
Surgical Video Generation: From Diffusion to World Models — A Survey⭐10
A survey categorizing 2024-2026 surgical video generation research into unconditional, conditional, and world models, analyzing progress, bottlenecks, and open ...