expectedwrong hindsight

Hallucination Credits

The compliance playbook writes itself.

2 min read 277 words #ai #regulation #enterprise #carbon-credits
hindsight — half right

AI governance frameworks emerged but not the specific hallucination credits market. companies do manage AI risk in ways that feel like carbon credit accounting — risk budgets, acceptable error rates, compliance tiers. the satire was directionally correct.

The fine will be $750.

The Salesforce contract they declined was $500k a year. The AI governance consultant who told them to buy it will now get $200k to write the incident report explaining why they didn't.

This is not a hypothetical. This is the carbon credit playbook, running on new hardware.

We already know how this ends — some regulatory body, probably an acronym formed in a subcommittee nobody watched, establishes a tiered hallucination tolerance framework. You get a baseline allotment: fifty minor factual errors, twelve moderate confabulations, three catastrophic fabrications per fiscal year. Buy more credits if you need them. Sell your surplus if your model behaves. A secondary market emerges. Someone builds a startup to help enterprises optimize their hallucination portfolio.

"We realize you need to pollute."

That sentence works unchanged. Swap CO₂ for made-up case citations and it's the same document, same logic, same moral architecture — which is to say, no moral architecture at all, just a mechanism for pricing the externality so the behavior can continue guilt-laundered and quarterly-reported.

The companies that actually prevent this are the ones paying annually for boring infrastructure that never makes news because nothing went wrong. You will never read about them. You will read about the $750 fine, the congressional hearing, the CEO who said they take this very seriously.

You could pay fines on your AI mistakes for the rest of your corporate life and never approach the cost of doing it right. That's not a bug in the system. That's the system working exactly as designed — for someone, somewhere, who figured out a long time ago that compliance is a product too.