Information defined as maximum-caliber deviation derives IIT 3.0 cause-effect repertoires from constrained entropy maximization and equates to prediction error under CLT and LDT.
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Simulations across ten scenarios yield duty cycles of technological activity from 0.38 to 1.00, with resource depletion rate and post-collapse recovery fraction as the dominant levers shaping persistence and effective detectability.
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Information as Maximum-Caliber Deviation: A bridge between Integrated Information Theory and the Free Energy Principle
Information defined as maximum-caliber deviation derives IIT 3.0 cause-effect repertoires from constrained entropy maximization and equates to prediction error under CLT and LDT.
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Projections of Earth's Technosphere: Civilization Collapse-Recovery Dynamics and Detectability
Simulations across ten scenarios yield duty cycles of technological activity from 0.38 to 1.00, with resource depletion rate and post-collapse recovery fraction as the dominant levers shaping persistence and effective detectability.