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concept:entropy-scalingentropy scaling
How the entropy gain ΔS scales with perimeter length P
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- domain wallassociated_withBoundary between regions of different order; its free-energy cost determines phase stability
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- A measurable physical quantity representing disorder; its increase is dictated by the second law of thermodynamics.
- How the energy gain ΔE scales with perimeter length P; used to assess ordered phase existence
- Mathematical mechanism by which typicality bias causes sharpening of the reference distribution, analogous to reducing temperature
- Observation that SAE loss decreases as a power law with compute budget.
- Hypothesis cited in paper suggesting deceptive capabilities may scale with model size
- Process by which low-level competencies scale to larger problem-solving abilities across levels of organization.
- Mechanisms by which smaller competent subunits bind into a higher-level Self with larger goals; key example via gap junction connections.
- Schrödinger's concept that living systems maintain order by extracting 'negative entropy' (order) from environment, reconciling second law of thermodynamics.