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Supplement outlines potential applications of a dual-path physics engine in robotics and language models, suggesting innovative research directions.
Supplement to Riggleman (2026). The dual-path implicit physics engine evaluates scenarios through independent text and visual channels, treating disagreement as a signal. This supplement describes practical applications of that mechanism: robotics planning, hallucination detection in language models, scientific hypothesis exploration, and self-generating benchmark dataset creation. Each application traces to a specific architectural property. These are proposed research directions, not validated results.
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Brian Riggleman (2026) studied this question.
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