Spatial grounding and world models move toward physical competence

ACE-Brain-0.6 reports strong spatial-grounding results, while ALPS targets visual state encoding and Future Chunk Prediction seeks better physical plausibility in generated video. SpatialScout’s low best overlap score (41.71%) underscores that reliable metric mapping remains difficult. Track benchmark breadth, robustness, and reproducibility.