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Re:U.S. Capitol Locked Down Amid Escalating Protests by hombre_fatal on Wednesday January 06, 2021 @04:13PM (#25662573)
We blame algorithms and optimization a lot here but that analysis always glosses over the fact that people pick their own sources and form their own bubbles.

Everyone’s Youtube subscriptions are an echo chamber of views they mostly agree with because people only click subscribe on such channels.

A recommendation engine working perfectly is going to show you lateral channels that might be more or less extreme of the last one. But that’s not the root of the problem.

Re:U.S. Capitol Locked Down Amid Escalating Protests by sn41 on Wednesday January 06, 2021 @08:02PM (#25665740)
You are being naive. I wanted to see what the impact of a 50 caliber looks like on iron plates. This is just a childish curiosity for things that go bang. Immediately I was bombarded with recommendations of barely concealed white supremacists, and bizarre conspiracy theorists. I know that if I clicked on even one of them, then my recommendations will be full of that crap. Similarly, watch one motivational video, and Youtube decides "oh! I see!! so that's what you really want. Here's a deluge of 'similar' crap."

What I want to know about is more coherent explanations of abstract math and some scientific experiments which I never got to see in school, in addition to comedy. That I watch something else once in a while is not really an indication of my identity or my Jungian shadow self.

Re:U.S. Capitol Locked Down Amid Escalating Protests by _qulr on Wednesday January 06, 2021 @08:33PM (#25666064)
> I was bombarded with recommendations of barely concealed white supremacists, and bizarre conspiracy theorists. I know that if I clicked on even one of them, then my recommendations will be full of that crap.

You were offered the recommendations, but you declined. It's still a matter of self-selection and self-exposure. How many recommendations would it take to turn you into a white supremacist? How many video viewings? If your answer is that no amount would, then the algorithms don't seem to be the real problem.

Re:U.S. Capitol Locked Down Amid Escalating Protests by sn41 on Wednesday January 06, 2021 @08:43PM (#25666168)
I did decline. But I have seen many of my parents' generation getting increasingly radical (I am not American, BTW. I am talking about India). They don't have the tools to understand what is going on. Their entire life was training to "read between the lines" of newspaper articles and journals. They are used to subtle lies and distortions, and they can catch that. Blatant outright virulent rhetoric - with the tone "this is some truth that must be told" - is ok in 1 or 2 videos. But the recommendation engine enmeshes them in that mire.

My mother is a PhD. I asked her whether she will accept a paper without sound academic bibliography. She said no. Then why would she believe in extremist videos with shady citations and outright lies? But she does. I think it is because of the recommendation engines which keep feeding similar videos. Just like Goebbels' maxim of repeating a lie often enough and loudly enough to make it the truth.

We can keep saying that our algorithms are fine. But if what we see today has never been seen in history, I think it is high time that we re-evaluate our current beliefs about the impact and the correctness of our work.

Re:U.S. Capitol Locked Down Amid Escalating Protests by _qulr on Wednesday January 06, 2021 @08:59PM (#25666291)
> I asked her whether she will accept a paper without sound academic bibliography. She said no. Then why would she believe in extremist videos with shady citations and outright lies?

This is very common. I would even say the norm. No person is fully rational. Rather, people may think rationally about certain things — their "speciality", perhaps — but not about others. Everyone is irrational in some ways.

> But if what we see today has never been seen in history

Which part do you think is historically unprecedented? The technology of course is unprecedented, but I don't see anything about the beliefs of people today that's unprecedented.

Re:U.S. Capitol Locked Down Amid Escalating Protests by themacguffinman on Wednesday January 06, 2021 @11:34PM (#25667309)
There was once a time when newspapers were never before seen in history. Just as your parents' generation learnt how to detect misinformation in newspapers, they and new generations will learn to detect misinformation in new forms of media. People adapt, we always have. I'm sure when your parents were young or during the early days of journalism, there were problems and misunderstandings when reading newspapers. It didn't really warrant rushing out to end freedom of the press or calling to halt newspapers.
Re:U.S. Capitol Locked Down Amid Escalating Protests by pyuser583 on Wednesday January 06, 2021 @10:30PM (#25666939)
Properly sourced news is extremely rare.
Re:U.S. Capitol Locked Down Amid Escalating Protests by wolco2 on Wednesday January 06, 2021 @08:13PM (#25665861)
Just because you share more things in common with those you hate doesn't mean the recommendation is broken.

If a large percentage of people who watch gun blowing up videos also are interested in the videos you mention than why wouldn't they show it (I assume if it were breaking guidelines it would be removed)

Re:U.S. Capitol Locked Down Amid Escalating Protests by sn41 on Wednesday January 06, 2021 @08:26PM (#25665987)
The recommendation should be based on what a large fraction of my time is spent on (average over the timeline of my history), rather than a large of fraction of people who watch the last watched video is based on. Why does one video entirely screw up my historical record? I can't remember being recommended one 3Blue1Brown video in the last year, despite being subscribed to him. It's bizarre.
Re:U.S. Capitol Locked Down Amid Escalating Protests by wolco2 on Wednesday January 06, 2021 @10:38PM (#25667001)
The ones in the sidebar are based on global patterns to that specific video.

The homepage ones should show you subscriptions videos but also based on the last keywords/videos watched.

I don't see the value in using 2012-2019 videos watched when your recent ones speak more to what you currently are interested in.

Re:U.S. Capitol Locked Down Amid Escalating Protests by 8note on Thursday January 07, 2021 @01:53AM (#25668022)
If you turn off your history them search for 3blue1brown, and maybe PBS spacetime, you'll get 3blue1brown in your suggestions
Re:U.S. Capitol Locked Down Amid Escalating Protests by sudosysgen on Wednesday January 06, 2021 @08:13PM (#25665862)
Pretty much. I watch some pretty left-wing political commentators on YouTube along with math/cs/physics videos and some geostratrgy videos, and all it takes is for me to watch one gun video by curiosity or one Joe Rogan video and leave YouTube playing to come back to some extremely questionable content. There's a sinkhole effect somewhere here.
Re:U.S. Capitol Locked Down Amid Escalating Protests by nitrogen on Wednesday January 06, 2021 @09:34PM (#25666591)
leave YouTube playing

IMO autoplay for anything but music is one of the worst decisions ever made on online streaming services.

Kind of reminds me how repeatedly clicking the first link on Wikipedia articles inevitably leads to the article about Philosophy, but diverging instead of converging.

Re:U.S. Capitol Locked Down Amid Escalating Protests by sn41 on Wednesday January 06, 2021 @09:40PM (#25666628)
> repeatedly clicking the first link on Wikipedia

This is an interesting random walk experiment :)

Re:U.S. Capitol Locked Down Amid Escalating Protests by Jochim on Wednesday January 06, 2021 @06:10PM (#25664017)
I think algorithms have more of an effect than you give them credit. Anecdotally on the occasion I've been linked to or suggested a Jordan Peterson/Moon Landing conspiracy videos on Youtube, after watching just one my feed is absolutely packed with that type of content for up to a week.

It's fairly easy to see how this can lead people who did not already hold those viewpoints down a rabbit hole where they end up far more radicalised than they would have otherwise been, especially since I've not once seen Youtube put any sort of "rebuttal" videos in amongst the "illuminati aliens are controlling your government" ones.

Re:U.S. Capitol Locked Down Amid Escalating Protests by zepto on Wednesday January 06, 2021 @04:19PM (#25662647)
This really isn’t true.

My (logged out) YouTube feed has mostly cooking shows, programming videos, stuff about crafts and watchmaking etc, because those are mostly what I like to watch.

I’m also interested in guns. The moment I watch a gun video, I immediately get shown Ben Shapiro, Jordan Peterson, and The Blaze instead of all the cooking videos etc.

And yet none of the gun videos I watch are remotely political. They are exclusively about sports and history, and don’t even talk about gun politics, let alone politics in general.

Re:U.S. Capitol Locked Down Amid Escalating Protests by throwaway0a5e on Wednesday January 06, 2021 @04:39PM (#25662939)
I watch lots of videos on guns, cars, metalworking and history with the former two mostly geared toward history and manufacturing.

I never see (amateur) political talking heads recommended. It's all trash pop-history talking heads, semi-trash documentaries and low brow entertainment related to cars and guns (e.g. demo ranch and whistlin diesel).

I recently (like yesterday) watched a semi-political talking head discuss the economics of OnlyFans after a friend linked to that particular person's analysis so it'll be interesting to see if the algo tries to drag my content toward more talking heads.

Re:U.S. Capitol Locked Down Amid Escalating Protests by zepto on Wednesday January 06, 2021 @04:43PM (#25662989)
Interesting. I imagine there is more to it than just the videos.

E.g. if you live in a generally pro-gun area I think they be algorithm would probably be less likely to assume that it’s worth showing you political content.

Re:U.S. Capitol Locked Down Amid Escalating Protests by intended on Wednesday January 06, 2021 @08:37PM (#25666097)
I guess its obvious that the algo must work for a large enough number of people and for its optimization function.

You may simply be that % of the false positive/false negative that is a cost of doing business.

I mean - the alternative to this is having Google employ all the out of work journalists and editors and manually curate lists for people. I think the cost of losing a few people is vastly lower than hiring that many people, in each culture and country around the world.

Re:U.S. Capitol Locked Down Amid Escalating Protests by zepto on Wednesday January 06, 2021 @10:03PM (#25666765)
I’m not sure I’m saying anything about whether the algo works or not.
Re:U.S. Capitol Locked Down Amid Escalating Protests by dx87 on Wednesday January 06, 2021 @05:48PM (#25663752)
I've had mostly the same experience with youtube. I wanted to get into woodworking during COVID lockdowns, so I was watching a lot of popular woodworking channels that had nothing to do with politics, and was frequently shown Trump ads. Then once I realised how expensive woodworking would be, I started watching videos about game development. After ~1 week, all the Trump ads disappeared, and I started getting Biden ads.
Re:U.S. Capitol Locked Down Amid Escalating Protests by ggreer on Wednesday January 06, 2021 @04:43PM (#25662978)
> The moment I watch a gun video, I immediately get shown Ben Shapiro, Jordan Peterson, and The Blaze instead of all the cooking videos etc.

I know recommendations are based on many factors that differ between us (such as location), but I can't reproduce that behavior. If I watch hickok45 or Paul Harrell in an incognito window, I get recommendations for more of their videos along with a few from Demolition Ranch, Forgotten Weapons, and other gun channels. I see no political videos in the recommendations.

Re:U.S. Capitol Locked Down Amid Escalating Protests by zepto on Wednesday January 06, 2021 @04:47PM (#25663038)
Interesting - well those are are the kinds of people I watch.

I’m using AppleTV, but not logged in. It’s possible that it takes some time for that to happen.

Also, I watched a Jerry Miculek Video yesterday, and got no political stuff, so it’s also possible that the algorithm has been improved or they have specifically acted to break this association.

Re:U.S. Capitol Locked Down Amid Escalating Protests by xienze on Wednesday January 06, 2021 @06:16PM (#25664080)
> And yet none of the gun videos I watch are remotely political.

Sure, but to assume that you _probably_ hold conservative beliefs due to having an interest in guns is way more often the case than not. Same is true in an opposite way if you watched some video on abortion rights.

Re:U.S. Capitol Locked Down Amid Escalating Protests by zepto on Wednesday January 06, 2021 @07:11PM (#25664812)
“to assume that you _probably_ hold conservative beliefs due to having an interest in guns is way more often the case than not“

Only in the crudest statistical sense. For example the fastest growing demographic of gun owners is black women, who are overwhelmingly Democratic voters.

And that’s exactly what the complaint about these algorithms is.

Re:U.S. Capitol Locked Down Amid Escalating Protests by freeone3000 on Wednesday January 06, 2021 @08:39PM (#25666118)
That these algorithms are crude statistical approximators of hidden latent biases in the training data? That's their entire method of functioning! That's the entire process of a neural network. It seems you're wanting something that can predict the future, which is currently outside of our matrix multiplication skills.
Re:U.S. Capitol Locked Down Amid Escalating Protests by zepto on Wednesday January 06, 2021 @08:57PM (#25666278)
I’m not ‘wanting’ something.

I’m simply pointing out that the algorithms do in fact steer people towards polarizing content, that is not what they would have otherwise chosen.

Re:U.S. Capitol Locked Down Amid Escalating Protests by hertzrat on Wednesday January 06, 2021 @05:43PM (#25663696)
During elections, before I stopped using facebook, I used to try to follow everybody I could from every side of the political spectrum to try to get a more balanced feed. My goodness, my feed was immediately full of insane conspiracy theories, white nationalist group posts, communist posts, nothing but stories of subjugation and oppression of everybody from every side. The choice I made was to try to broaden my bubble, but what I got was insane