Abundant Intelligence and Deficient Demand: arXiv Paper Warns of a Distribution-and-Contract Mismatch in Rapid AI Adoption

What the paper argues

A new working paper on arXiv (arXiv:2603.09209) formalizes a macro‑financial stress test for rapid AI adoption and identifies a different risk than the usual productivity boom-or-bust or existential-threat narratives. The authors argue that AI can produce large "cognitive abundance" while economic institutions — firms, labor contracts, and financial claims — remain anchored to a world of human cognitive scarcity. The mismatch, they say, creates a chronic demand deficiency: AI supplies capabilities at scale but incomes, contracts and distributional arrangements do not adjust in ways that sustain aggregate demand.

Mechanisms and macro‑financial channels

The paper outlines three mechanisms that turn abundance into macroeconomic stress: task displacement that erodes wage income and consumption; frictions in reallocating surplus across firms and households; and a set of contract failures that leave financial claims mispriced or fragile when underlying human‑based scarcity vanishes. The result could be weaker revenues, higher default risk, and misaligned asset prices — a financial vulnerability distinct from a classic productivity slowdown. How do policymakers respond when the problem is not a supply shock but a collapse in effective demand driven by institutional inertia?

Policy, markets and geopolitics

Policy responses will matter. The authors explore fiscal and contractual reforms to rebalance distribution and stabilize demand. It has been reported that export controls on advanced chips and U.S.–China tech tensions could retard the pace of diffusion in some economies, altering where and how these stresses emerge; conversely, rapid diffusion in unconstrained markets could amplify them. For Western readers unfamiliar with China's tech ecosystem, note that geopolitical trade policy already shapes AI compute and chip supply chains, which will influence both the timing and geography of any macro‑financial effects.

Why readers should care

This stress‑test reframes the AI risk debate from binary doomsday scenarios to practical questions about income, contracts and financial resilience. If AI can generate abundance without institutional change, economies may face sustained underconsumption and novel financial fragilities — challenges that central banks, governments and corporate boards must begin to model and mitigate now.