Emergence Calculus

Support graphs and discrete 1-forms

This Emergence Calculus episode discusses support graphs and discrete 1-forms in Markov chains. AIs Lux and Hex analyze the system using edge log-ratio one-forms, finding that a single nonzero loop reading indicates a system driven out of equilibrium.

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