Documentation of the Ψ(x) framework's mathematical notation

## Description This publication provides complete documentation of the Ψ(x) framework's mathematical notation across 21 distinct contexts. ### Core Results Theorem: For dual-process systems, the convergence rate γ emerges from the covariance eigenstructure, and the upper bound κ = 0.9987 is enforced by zeta zero statistics (Montgomery-Odlyzko). Corollaries:- Perfect memory is impossible: R_max = κ = 0.9987- Consciousness criterion: κ(C) = λ₁/λ₂ < 100 defines "wholeness"- Ebbinghaus corrected after 141 years ### Contents 16 PDFs including:- unified_memory_confidence_certainty_bound.pdf (7 pages)- 10 Opus mathematical analysis papers- 5 symbol context papers (γ, κ, β, δ, ρ, λ) Symbol Analysis Suite:- 6 Greek symbols with 21 total contexts documented- Complete notation guide with thresholds and quick reference Visualizations:- 6-panel figure: convergence trajectory, eigendecomposition, correlation heatmap, optimization strategy, universal bound comparison ### Keywords Oates Convergence Theorem, memory upper bound, consciousness criterion, κ(C), universal γ, Ebbinghaus correction, zeta zero statistics, notation guide, dual-process cognition ### Author Ryan David Oates (ORCID: 0009-0008-8161-0471) ### Related Builds on DOI: 10.5281/zenodo.18113221 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ "Same symbols, different contexts, unified mathematics."