OmniVerifier-C1: Decomposed Graded Verifier for Rule-Governed Generative World Modeling

arXiv:2610.22355 · cs.CL · Submitted 2026-10-15 · Read on arXiv

cs.CL

Submitted: 2026-10-15

Updated: 2026-10-15

Comments: NeurIPS 2026. Project: https://github.com/Cominclip/OmniVerifier

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Verifier — 10× in this paper · explained in 2 episodes
• Generative Model — 2× in this paper · explained in 2 episodes
• Generative Models — 2× in this paper · explained in 3 episodes
• Verification — 2× in this paper · explained in 2 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Robustness — 1× in this paper · explained in 5 episodes

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