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WorldOracle Tests Whether World Models Can Reliably Predict Real-World Executions

WorldOracle evaluates if world models can accurately forecast real‑world robot actions. The study shows a robot’s failed grasp was still predicted as successful by its internal model, highlighting gaps in simulation fidelity. This insight matters for developers building reliable robotic planning systems and for advancing model‑based control.

The Robot Report·Oct 28, 2026

Opening Kapyn…