The Argument
Free preview
Read the full essay
You are seeing a short preview of “Consent Management for AI Personalization: Fail-Closed Before the Promo Model Runs.” Enter your email for a magic link—no account required. Paid plans add ad-free reading plus courses and labs.
Already subscribed? Check your inbox for the confirmation link, then return to this page.



