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cs.LG2026
An Enclosed Mode Is a Gauge Choice: Topology Relative to Reach in Certified Code World Models
Javier Aguilar Martín
A code world model accepted by a sampling gate can be exactly right on everything the gate can see and arbitrarily wrong beyond it. We characterize what a certified model can know,…
cs.LG2026
An Omitted Mode Is a Rare Rule: The Sampling-Verification Danger Law in Continuous Code World Models
Javier Aguilar Martín
In the Code World Model paradigm an LLM synthesizes an executable world model that a classical planner searches, and the model is accepted when it reproduces sampled transitions. W…