D-World: An Explicit World-Language-Action Model with Recursive Self-Improvement under Dual Control.

arXiv:2610.17114v1 Announce Type: cross Abstract: Frontier large language models (LLMs) now reason about space well enough to program robots, yet the world models behind robot policies are implicit, held in network weights or predicted video, and cannot be ins