CausalNav: Reliability-Certified Causal World Models for Control under Physical-Parameter Shift.

arXiv:2608.07809v2 Announce Type: replace Abstract: A world model is only useful for physical AI if it changes what the agent does, and only safe if it declines to do so when it is wrong. We study both halves of that requirement with CausalNav, a controller bu