Emergent Sparsity: How Many Effective Variables Survive Coarse-Graining in AlphaEarth Embeddings?

arXiv:2610.25258 · cs.LG, cond-mat.stat-mech, physics.geo-ph · Submitted 2026-10-18 · Read on arXiv

cs.LG, cond-mat.stat-mech, physics.geo-ph

Submitted: 2026-10-18

Updated: 2026-10-18

Terminology

• Coarse-graining — 1× in this paper · explained in 2 episodes
• Embeddings — 1× in this paper · explained in 2 episodes
• Sparsity — 1× in this paper · explained in 4 episodes

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