Whenever I aggressively clear search/watch history, delete YouTube browsing data, watch incognito, and/or try to protect my "privacy" from YouTube, the recommendations unsurprisingly turn into complete drivel.

Unsurprisingly, if I just watch what I like watching from the official UI, with history turned on, without removing searches, etc, the algorithm invariably just shows me more like what I've watched and works very well.