Right. I think ai on the user's side is going to be necessary soon. Then they can negotiate with the advertiser's AI to determine what to show. This will need to be on the platform level or the hardware level.

This solves the problem of seeing ads that are not best for the user.

You are talking about running ads auctions locally. This is never going to happen because if the company was inclined to rank ads by relevance they could already do so at their end. Just use an ad blocker.