CONCEPT
The Verification Market
The economic sector emerging around the evaluation of AI-generated output — where surface quality provides no reliable signal of deep quality, and human judgment commands a premium proportional to the volume of output requiring verification.
The verification market is the economic response to the lemons problem that AI-generated output creates at civilizational scale. When an AI produces code, prose, legal briefs, or analysis with high surface quality regardless of deep quality, buyers cannot reliably evaluate what they are receiving. The economic response, consistent across every previous experience-good market, is the emergence of intermediaries who sell evaluation: the capacity to distinguish between output that is merely plausible and output that is genuinely correct. The verification market's value derives entirely from the asymmetry between the buyer's ability to evaluate and the intermediary's ability to evaluate — and the AI transition creates this asymmetry at unprecedented scale.
In The You On AI Field Guide
The verification market takes different forms in different domains. In software development, it manifests as code review by experienced engineers who evaluate not just whether the code compiles but whether its architectural choices are sound, its security posture is adequate, and its