Add promoted content/ads to the mix that they are paid to promote and you end up with a mix of content that is primarily based on where you are, what they want to pimp in that region, and more of the same shit you were clicking on anyway; more or less in that order. The exact same shit quite often actually. Even filtering that out seems hard.
They are incentivized by ad clicks, not by your amusement. That's the business mistake that allows Tiktok to prosper because they are still trying to grow at the expense of their competition which means that they are in fact incentivized by your amusement as observed through your addictive behavior in the form of content clicks.
Instagram was like that once. And then Facebook bought them and started messing it up. Facebook was once like that until Facebook became an advertising company. The mistake that gets made over and over again in this space is that at some point they think they've won and start milking their network for revenue. The process of doing that destroys and erodes that network and something else pops up that is more interesting for users.
Tik Tok is doomed to go there too. Just a matter of time. It's irresistible for shareholders and advertisers. They'll get dollar signs in their eyes and they'll mess it up.
This problem of not-enough-novelty in YouTube's recommendations is exactly why I am working on a team to develop alternative YouTube recommendations. Search a channel name to get a list of similar channels.
As an example: our recommendations for Tesla's channel includes James Locke, a small channel (~10k subscribers) with a researcher working on Full Self Driving for Tesla vehicles. There are also dozens of Tesla driving, electrification, and investing channels along with channels for some of Musk's other companies like The Boring Company on the list:
Recommendations are hard in general, if at all possible in a meaningful way.
Idk why everyone is so focused on feeding a user from a spoon when they are adult and can explore by themselves. Just give them the option to explore North-West instead of a stupid slit facing 312° which they accidentally picked as an initial direction.
What’s so hard about randomizing 10-20% of the time?
Extremely relevant Ryan George Youtube skit about this[1]. Once you click it, Youtube will probably want to show you nothing but Ryan George videos, but that's not a bad thing.
Now I can easily spot any ad instantly because Insta is too stupid to realize NOTHING else I interact with has to do with fashion but because of that one time a year ago, they keep trying and I can quickly skip it.
I'm as disgusted with the managers who think it's ok to push that content to people as I am with the content itself.
* FYI on YouTube I've had decent success correcting the algorithm if you go in and remove the video that started it from your watch history.
OMG this... a million times this :/. YouTube has similar issues--where you watch one video from some sitcom or cartoon not because it was from that particular show but because it happened to be about something interesting and suddenly YouTube is SURE you LOVE that show and want EVERYTHING IT HAS about that show--but it isn't quite so bad as Instagram, where I've heard a ton of stories about ending up pigeonholed by its algorithm into something they have a phobia for or past trauma related to, and now they are afraid to use the app, because it really does feel like you click on one pimple popping video (which has come up as the SPECIFIC issue for MULTIPLE people I've talked to, INCLUDING MYSELF a while ago) and BAM the app is now nothing but pimples being popped, 24/7.