To solve this, I avoid using YouTube for discovering new videos because I don't believe the recommendation system has my interests in mind (e.g. spending my time more enjoyably). I've installed a free browser add-on to hide all YouTube recommendations in the sidebar (Distraction Free YouTube for Firefox).
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