Riemann Surfaces and AI-Dynamics: A Four-Stage Model Engaging the Mind-Machine Problem

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Abstract

The repeated advancements of artificial intelligence provide a new angle for us to reengage the old mind-machine problem. This paper claims the artificial intelligence has two eigenstates: mind and machine. The other AI states are supposition of the two eigenstates. This paper formulates a four-stage model toward AI-dynamics; each stage is characterized by a different Riemann surface or sphere. Stage 1: Shannon Information and Riemann Surface of Logarithmic function. Stage 2: Complex Mapping and Möbius Transformation. Stage 3: Merging Mind and Machine into a Riemann Sphere. Stage 4: Riemann Sphere of Two-State Systems toward AI-Dynamics.

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europepmc
last seen: 2026-05-20T01:45:00.602351+00:00
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last seen: 2026-05-22T02:00:06.705733+00:00
License: CC-BY-4.0