I just got this prompt yesterday and explicitly opted out. It has it opted in currently in the Activity Controls of my account. Clearly this opt out screen does not work.
Activity Controls is whether or not Google logs Web/App activity. The Ads opt-out controls interest-based ads as a whole, including from Web & App Activity if enabled.