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They definitely do because my recommendations are squeaky clean 98% of the time and those buttons, along with not clicking on shit that I think will poison my feed are the main tools I use to keep things clean.
One thing to keep in mind is that YT makes changes to their algorithm every once in a while. For me, that typically manifests as sports channels, especially the NFL, or political stuff making their way into my feed. A few clicks of those buttons and I'm back to normal.
I've repeatedly gotten recommended the same channel I told it I wasn't interested in.
All I can give you is an anecdote about my own experience. In said experience I've not had any non-starter issues with those two tools. They work for me until Youtube changes its algorithm.
This is why I mentioned the NFL channel as an example. It's my canary in the coalmine of Youtube. When the NFL channel (among other sports related channels) pops back up on my feed, I know that YouTube has changed something in the algorithm.
I just click
Not InterestedandDon't Recommend Channeland away it goes for another year or so until they make another change. Simple as.I've curated a recommendation feed that is highly specific to my interests as a result. Not sure why that method wouldn't work for you.