That incentivizes using adblockers though, and given that ads are pretty much YouTube's entire business model, that would be nice for you but terrible for the business.
However, they do charge money per month for YouTube Red which removes ads, and a better recommendation system for Red subscribers might encourage people to buy it.
However, they do charge money per month for YouTube Red which removes ads, and a better recommendation system for Red subscribers might encourage people to buy it.