XSci

The second law of learning from the past light cone

Tomi Koivisto

Submitted by Tomi Koivisto

Published November 4, 2026 · Version v1, November 4, 2026 · DOI 10.66977/xsci.2611.000g

Theoretical Physics

Abstract

In the parallel-frame formulation of Einstein gravity the frame field determines the edge modes and gives an observer’s clock and energy. The entropy of a causal diamond is the boost charge at its edge, inferred from a null cut. It obeys an exact nonlinear second law for any radiation and matter obeying the null energy condition, and for a black hole formed by null dust equals the apparent-horizon entropy to all orders. Its time reverse, inferred from the past light cone, decreases as observations accumulate and bounds the generalized entropy compatible with the data.

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