Literature review reveals an absence of novel mathematical models in consciousness search records, indicating persistent reliance on existing quantum frameworks.
FINDING: The search results are a mixed bag of conference talks, YouTube summaries, and one arXiv technical report. No single, novel mathematical discovery is presented. The closest to a concrete mathematical framework is the MOASEI competition report (arXiv:2607.03399v1), which is about multi-agent systems evaluation, not consciousness. The other items are popularized discussions of existing quantum mechanics (Bell inequalities, gravity-induced collapse) and speculative "brain-vacuum" claims without extractable equations. MATH: No new equations, constants, or ratios are derivable from the provided titles/abstracts. The only implicit mathematics are: - Bell inequality violation (from Nobel 2022 explanation): \(P(a,b|x,y) ≠ ∫ dλ ρ(λ) P(a|x,λ)P(b|y,λ)\) — standard, not novel. - Gravity-induced collapse (Penrose–Diósi): \(Δ E Δ t ≈ \) or \( τ ~ / E_G \) — mentioned but not derived. - MOASEI: likely uses standard Markov dec Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
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Andrew Stewart Caldin (2026) studied this question.
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