Where rigor meets
the reality
of global supply chains

Innovation · Cognitive Science · AI & Knowledge Work

The Cognitive Bridge: How AI Expands the Adjacent Possible for Cross-Domain Synthesis

Corporate AI strategy is overwhelmingly focused on automation and augmentation. Neither captures the most valuable thing AI enables. This paper argues that large language models have changed the binding constraint on cross-domain innovation by compressing the cost of acquiring structural fluency in a distant domain from years to weeks. The result is a new category of human-AI collaboration — cognitive expansion — distinct from both automation and augmentation, where the scarce resource is no longer knowledge but the cognitive disposition to see structural correspondence across fields.

SSRN · Abstract ID 6514498 · Poisson Consulting, LLC · 2026

Supply Chain Governance · Mechanism Design · Compliance Economics

The Trust Tax: From Ceremonial Verification to Physical Anchoring in Deep-Tier Supply Chains

Global supply chain compliance is experiencing a materiality crisis: the administrative layer of trade — the "Map" — has decoupled from physical reality, the "Territory." Drawing on game theory, information economics, and the 2025 UFLPA enforcement record (77% shipment denial rate), this paper defines the Trust Tax as the aggregate deadweight loss of ceremonial verification that fails to alter the underlying incentive for fraud. We propose the Automated Trust Stack — integrating physical anchoring (isotopic triangulation, PUFs, synthetic DNA), performance-locked smart contract escrow, and decentralized integrity staking pools — as a Shared Destiny Architecture that makes supplier stewardship the economically dominant strategy.

SSRN · Abstract ID 6233558 · Poisson Consulting, LLC · 2026

Organizational Theory · Information Economics · AI & the Firm

The Entropic Firm: Bureaucracy as a Thermodynamic Necessity

Standard theory attributes the Coasean Ceiling to agency costs. We argue it is a structural necessity derived from information entropy. Modeling the firm as Maxwell's Demon, we show that management is isomorphic to information erasure — an irreducible energy cost per bit of ambiguity resolved. We introduce the Thermodynamic Solvency Ratio and analyze Generative AI as a potential topological escape from this limit, subject to a binding fidelity constraint.

SSRN · Abstract ID 6081987 · Poisson Consulting, LLC · 2025

Econophysics · Non-Linear Dynamics · Operational Solvency

Cavitation-Induced Hysteresis in Economic Networks: A Hydrodynamic Phase Transition Model of Operational Solvency

Standard models of supply chain dynamics treat the Bullwhip Effect as harmonic oscillation in elastic media — assuming capacity is continuous and perturbations reversible. This paper argues that linear approximation holds only within laminar flow regimes and fails to account for topological phase transitions under high-amplitude volatility. Using a hydrodynamic isomorphism, we model the firm as a fluid conduit subject to thermodynamic constraints, deriving a critical threshold where local liquidity drops below fixed solvency requirements. Below this threshold, the node undergoes a discrete phase transition from operational to insolvent state, introducing structural hysteresis and rendering the system non-ergodic over the recovery horizon. We introduce the Net Positive Solvency Head (NPSH) metric and validate empirically against 2021 semiconductor supply data.

SSRN · Abstract ID 6229538 · Poisson Consulting, LLC · 2026

Natural Capital Accounting · Environmental Economics · Measurement

Capitalizing Environmental Maintenance Obligations: A Measurement Protocol for Industrial Natural Capital Accounting

National accounts do not capitalize mandatory environmental maintenance costs as a stock-equivalent obligation. We propose a protocol that capitalizes observed defensive expenditures into environmental-economic satellite accounts, applying it to U.S. Manufacturing using Census Bureau PACE data (~20,000 establishments). Adjusting for environmental services price growth, we find a capitalized obligation of $971 billion to $1,309 billion at social discount rates. Three high-entropy sectors whose core processes involve irreversible chemical or thermal transformation carry 54% of the total on 27% of sector revenue. The protocol frames this as a reclassification within satellite accounts and provides a measurement tool for firms facing transition risk.

SSRN · Abstract ID 6081673 · Poisson Consulting, LLC · 2026

Digital Economics · National Accounting · AI

Digital Dark Matter: The Measurement Crisis of Deflationary Wealth

The Solow Paradox is not a failure of technology — it's a failure of the instrument. This paper demonstrates that the System of National Accounts falls into a "Zero-Price Trap" in the digital economy, where technological efficiency drives marginal prices toward zero, causing recorded GDP to contract even as aggregate utility expands. With the rapid scaling of AI, this measurement gap is widening at an unprecedented rate. We construct the Equivalent Service Model and propose a Digital Solvency Ratio to correct the denominator error in sovereign debt analysis.

SSRN · Abstract ID 6076378 · Poisson Consulting, LLC · 2025