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The Universal Scaling of Subjectivity: Normalized Topological Entropy and the I-Index in Recursive Neural Graphs

Year: 2026
Type: preprint
Abstract: The current Paper 41 benchmark does not claim that full subjective phenomenology has been derived from graph theory. It does show that, once recursive-resonance entropy is normalized by the theoretical maximum entropy at the same graph size, a sharp complexity threshold appears. In the present sweep the `N=5` branch remains subcritical with final normalized entropy `0.2576` and final I-index `2.7961`, while the `N=50` and `N=150` branches settle into a low-noise singular regime with final I-index `8.5336` and `9.5919`, respectively.
Author: Cohen, Yaniv
Language: English
Open Access status: green
OpenAlex ID: W7161598933
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