YouTube Recommendation Algorithm

This cluster centers on criticisms of YouTube's recommendation algorithm, highlighting issues like promoting clickbait, extreme content for engagement, self-reinforcing loops, and prioritizing ad revenue over quality discovery.

📉 Falling 0.4x AI & Machine Learning
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#4688
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Keywords

QT AI HN ML YT I.e CYA YouTube YouTubers youtube algorithm videos recommendations content yt recommendation engagement quality content watch

Sample Comments

amelius Aug 11, 2021 View on HN

People go to YT because of the discovery algorithm.

throwaway742 Sep 14, 2022 View on HN

I just put on YouTube kids and let the algorithm take the wheel. What could go wrong?

kkarakk Jun 5, 2019 View on HN

Sounds like their algo has reached youtube recommender/ranking algo level of "we don't know what the black box does, we just try to fix it when it fucks up"

ldjkfkdsjnv Jan 15, 2025 View on HN

I think youtube is deliberately not showing good recommendations to boost ad revenue

mnky9800n May 7, 2020 View on HN

people like the youtube algorithm?

bachmeier Sep 17, 2025 View on HN

It's possible that the YTers complaining about this are affected once you bring the algorithm into it.

rightbyte Aug 10, 2023 View on HN

I got this feeling the YT algorithm is sticky and like "chooses" who to promote in some self reinforcing loop.

dns_snek Jan 30, 2024 View on HN

It's not just you, same exact issue here. YouTube algorithm has gone down the drain in the past few years.

user1324345 Sep 8, 2018 View on HN

I've noticed this as well, the algorithm hones in on a few topics and videos. Interestingly enough, so does the algorithm on the Quora app. I hate this behavior, I want to use a recommendation algorithm to discover new similar content. My guess is that a "new similar content" algorithm doesn't get the same levels of engagement. Maybe its the same as radio stations playing the same twenty songs on a loop.Clearly google knows what their doing, its just disheartening that thi

untog Feb 10, 2019 View on HN

I actually don't think that's the story here. The story is that irrespective of content, the YT algorithm optimises for maximum viewing time, and it takes the behaviour of other people into account when making recommendations to you, to an extent that seems to cause a snowball effect once the recommendations start.What if YouTube... didn't do that? It's already enormously successful, and could just show you other shows by the same user in the post-roll. Or videos in the sa