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Statistically Meaningful Geometry

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04:00

2026-07-08

arxiv.org

artificial-intelligence

Statistically Meaningful Geometry and Gauge Symmetry Breaking: A Geometric Foundation for Scientific Discovery and Intelligence Emergence

Researchers introduced Statistically Meaningful Geometry (SMG), a framework modeling over-parameterized learning systems as infinite-dimensional Orlicz fiber bundles, to differentiate genuine intellig…

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arXiv 1 Orlicz fiber bundles 1 SMG 1 Gauge Symmetry Break 1 Structural G-Entropy 1 Active Acausal Tension 1 Minimal Energy Path Criterion 1