Research

Cognitive means of production relocated from firm to worker. Process Intelligence Graph is the new defensible asset. SSRN-5851725.

95% AI failure rate is Nash equilibrium, not engineering gap. Three-layer multiplicative model predicts it from game theory first principles.

Penalty severity cannot reduce violation rates — only audit frequency. Formal proof: m = 1/(1+x), compliance p = k/b regardless.

Enterprise as six interconnected graphs. AI agents as validated graph transformations inside a deterministic structural envelope.

AI paradox formalized as strategic equilibrium. AI Strategic Balance Frontier maps efficiency vs. productivity with contextual moderators.

Change climate indicators as leading financial signals. Many-to-many causal mapping with 2-3 quarter predictive lead time over P&L.

1,820 opportunities, R² = 0.850. Engagement type and buyer persona drive pricing; practice ownership does not. Empirical proof.

Configuration spaces have Riemannian geometry induced by Trust Ledger history. Brachistochrone path beats batch re-optimization. Patent-protected.

Parity invariant R_A(f) - R_B(f) = S(f) - K(f)·δ(t) replaces consensus rounds with continuous violation monitoring. Patent-protected.

5-10% AI success rate is predicted Nash equilibrium. Three mechanism design interventions with formal parameter thresholds shift it.

CoG methodology for PE mid-market ($50M-$500M). EBITDA attribution at decision-density nodes within 100-day operating review. Patent-protected.

Davis's inquiry-ensemble model extended with three structural layers for AI-era leadership. Operating system, not disposition.