On the Divergence of Accuracy and Mechanism Consistency in Time Series World Models

arXiv:2610.01842 · cs.AI · Submitted 2026-10-01 · Read on arXiv

cs.AI

Submitted: 2026-10-01

Updated: 2026-10-01

Terminology

• Accuracy — 1× in this paper · explained in 1 episode
• Consistency — 1× in this paper · explained in 3 episodes
• World Model — 1× in this paper · explained in 7 episodes

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