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YouTube blocked chess channel after mistaken detection of racial slurs

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Re: YouTube blocked chess channel after mistaken detection of racial slurs

#521

“ The researchers now suggest that social-media platforms should incorporate chess language in their algorithms to avoid future incidents like this.” Or maybe don’t automate banning YouTube channels via nebulous black boxes? Or can advertisers stop being afraid of anything and everything?

Setting this case aside because it's sloppy reporting based on what another classifier found, this is a hard problem. Youtube gets too many videos and comments for humans to manually review them. Flagging helps, and Google likely uses ML more complex than just text and classifier (who is commenting, is the post trending, patterns in comments, etc.) When things do reach manual review, remember that humans make mistake…

I'm not saying that Google's ML isn't doing some very fancy things but:

- Ultimately, any supervised technique will depend on some system that can provide ground truth, which in these applications must be from humans. You can't avoid some humans in the loop and still learn a fuzzy human concept like "is hate speech". But if your aren't gathering that ground truth info in a very deliberate way, you can end up with a range of gaps or artifacts.

- There's a broad swath of technical approaches which would consider multiple kinds of information, but ensemble them together such that a very strong signal from one can have a determinative impact. It would be easy to have a situation where if the video itself talks about white/black and attack/threat/defend many times, the score from some language model into a top level ensemble model is very high and the other components may not matter.

- But a lot of those other components may often be in agreement because of natural structure. A video says black/white a lot, several other videos on the channel do the same, and a bunch of interested users also look at other channels that have very similar feature vectors, suddenly a content level, channel level and community level signal are all in agreement, and your model can believe it found a subcommunity of hate speech.

Incorporating many kinds of info into an ML model isn't that hard ... But doing so in a way which is tightly integrated (eg I'm likely to use a specific meaning of a term in my video which matches a use in a video of a related channel linked in my video description, and that use of that word is also related to what's visible in the video at around that time) is pretty hard. Doing so in a way which distinguishes predictions from confidences is harder.

All of which is just to say that it's hard to build a really good black box for a complex problem, especially one based around subjective human concepts, and maybe both we and the black boxes would do better by attaching more uncertainty to their predictions.

If it's worth the channel owner spending many hours making videos, and viewers spending many many more watching them, I think it's not crazy to ask that if the model predicts that it's likely disallowed content, that a manual reviewer can take a quick look.

Re: YouTube blocked chess channel after mistaken detection of racial slurs

#522
post #389

Earlier quoted context omitted.

[flagged]

Unfortunately you did raise some fair points but I'm on HackerNews looking for constructive conversations without sly jabs and insults. > This is true in most of the world, but the US particularly has an especially racially-charged environment, primarily because due to denial for centuries by people exactly like you to have the conversations about how race plays into society and culture and architecture. I never deni…

One must be able to discuss one another's point of view while being able to point out problematic perspectives of the participants in the discussion.

Ideas aren't abstract. They are molded and adapted by the people that hold them.

I know people on hackernews feel triggered by terms like "implicit bias" and "privilege" and will downvote anything that references these concepts, but it doesn't make them nonexistent, and it's unfortunately a problem in a large percentage of the comment group here.

Listening to a podcast about racial privilege shouldn't make you feel "attacked". And my comment should not have made you feel insulted. Comparing you to people who pretend that racism doesn't exist was a valid summary of your point that you'd prefer to listen to informative content about architecture, science and technology without references to any racial connotations associated with it.

It does NOT mean that I associated you with slave owners, eugenicists, lynchers, or genociders. I didn't even imply that you were racist. (If I had that ALSO wouldn't have placed you in the same category as those people because every belief has a wide spectrum). I mean that. I have no evidence or reason to believe that you are racist and have no interest in insulting you.

But if putting a mirror to your ideology makes you feel attacked because you don't like who it's associated with, the problem isn't the mirror.

HackerNews is becoming an echo chamber of "free speech is being suppressed. Diversity and inclusion is a scam. The world is getting too political. And white people are constantly under attack".

There is only a few of us on here that speak up against this narrative, and we get downvoted for making people feel bad about their beliefs under the guise of "not being curious" or "immature". It's incredibly disappointing that I've been in this industry for >20 years, and the exact same problems exist today as then - technologists who fail to take an interest in the human side of the society they provide technology for.

Re: YouTube blocked chess channel after mistaken detection of racial slurs

#523
post #511

Earlier quoted context omitted.

What if you graduate with an associate or bachelor's degree instead?

"graduate degree" (pronounced gra-jə-wət) is generally understood to mean master's degree (or uncommonly, PhD). https://en.wikipedia.org/wiki/Graduate_school

So according to your link and yourself, a graduate degree may encompass both master's and doctoral degrees, which would only serve to obscure the meaning.

Also, I don't think you intended it to be this way, but your inclusion of the pronunciation comes off as condescending.

Re: YouTube blocked chess channel after mistaken detection of racial slurs

#524
post #516

Earlier quoted context omitted.

You know, you say things about having a privilege of being ignorant, but you seem to be unaware that this is exactly what you're doing. You all have the privilege of basically downplaying racism to be a just systemic issue of black people not earning or being employed as much, or cops shooting slightly more black people than white people. You have no clue just how much things can go south to the point where there isn…

All such cases of pogroms, ethnic cleansing and so on in recorded human history, happened because of systems that openly, tacitly or implicitly accepted or promoted racist views, laws and sentiments. In some cases the inaction of the system allowed them to happen, in other cases the system directly inflamed them to happen. In others yet, the system (by extension the military and others directly under command of the s…

Which is what you can see today, with corporations and the media promoting anti-white sentiments.

Well, systems are made up of people, are they not?

Re: YouTube blocked chess channel after mistaken detection of racial slurs

#525
post #246

Earlier quoted context omitted.

I haven't read heavily into this debate so this comes from a position of ignorance of the arguments. Feel free to link me to a reference if this has been analyzed along these lines already, I would like to learn. The convention seem to me to follow several similar motifs from the sciences. Black holes do not allow matter to escape and white holes are theoretical constructs that admit matter to the universe. The color…

Black holes are how I remember which one is which. But I would rather not have to think about it.

I agree, if I was writing new software, I would probably use a more descriptive term if and where possible, e.g. blocklists instead of blacklists, it is a good practice to use descriptive names anyway.

I don't plan to edit and rename things within my existing software as it would add needless churn, risk, and the risk-benefit analysis just doesn't support it for me. Not saying that my analysis is the same for everyone else.

Re: YouTube blocked chess channel after mistaken detection of racial slurs

#526

Earlier quoted context omitted.

How is that accurate? More, like, exaggerated to make a point but missing it by a mile. Soviets did not give airtime to pro-party ideologues to validate their position. There was no competition between ideologues to get more airtime. The program was _dictated_ by the powers that be.

How is that accurate? It's still a bad analogy, but it puts fewer words in my mouth. If there is a line from 'Youtube deleted my video' to 'the government rounded me up and threw me in a sanitarium' it's not a direct one.

Yes but that won't stop you from drawing/rationalizing _any_ conclusions from a set of facts. Not all of them will be right and fewer even will make any sense.

Which is indeed your prerogative until you mess with the laws of physics and start believing that because you move your arms very quickly you can fly, and that will stop you from falling off of a cliff.

There is a five-whys strategy to go to some bottom of an issue but even this strategy will fail you when you cherry-pick the answers to your convenience.

Re: YouTube blocked chess channel after mistaken detection of racial slurs

#527
post #372
post #329

Earlier quoted context omitted.

> Honestly, lately I feel like the opposite is the case. Everywhere I go anywhere online all I see is white people being shit on. I see incredibly racist things being said about white people everywhere online and there are zero consequences for it. In fact they often get praised for it. So no, I think what you're saying is far from being true. It's not just whites but east asians, jews as well. The whole idea derives…

Oh yes, groups like Asians are being heavily targeted yet they get almost zero attention. We even saw the case at Yale where Asian and White students were being doc'ed points on admissions. There is even research showing how in many different situations Asians actually have many more cases of hate crimes against them compared to black and Hispanic: > In general, hate crimes are most likely targeting young adults at a…

Agreed 100%. The fact that people are downvoting just shows how ridiculous the double standard is when it comes to racism.

First, racism is not the olympics. Nobody wins. Even when its people "punching up". However, it is quickly becoming acceptable.

Take a look at Western Europe and the the level of anti-semitism from the Muslim, Arab and some local community. It's disgusting. You'd think that Europe would have rooted this shit out after WW2 but that isn't the case. Especially in France, people who lived there for generations are moving to Israel and other countries. When I look at that I think of the struggles of Asian Americans and other groups that haven't gotten as much attention because it doesn't fit the traditional racism.

This forced diversity and "punching up" movement like BLM and ACAB are only increasing animosity towards those represented groups. Many employers who used to hire people from the ghetto can't do it anymore because they've been A) looted B) minimum wage is forcefully raised to unsustainable levels C) refreshed animosity towards those groups as a result of the violence witnessed or experience

Lot of African Americans wonder where this racial tension comes from the Asian & other community are either willfully ignorant or incapable of accepting reality-its not racist to assume a a certain patron will steal or commit violence when the overwhelming demographic is responsible for it. It's called risk management similar to how you don't venture beyond a certain street in some American cities or walk into a favela in Brazil. So already trust was very low towards African Americans and other similar groups, now after BLM, its at an all time low. In fact, it has hurt progress. It's going to be hard for businesses damaged by the abuse of trust from those demographics to ever trust them again and it's going to lead to more underserved ghettos, more poverty, less jobs. This sucks for honest folks of those community who see their opportunities ruined because the uneducated ones suddenly were empowered by an asinine political movement.

People keep using poverty, intergenerational trauma due to slavery but these are just fucking excuses. Asian Americans have gone through all of those things back home from the feudal corrupt agricultural lordship of that only ended around 19th century (but some countries still have militant authoritarian power forcing people in squalor conditions in factories making goods for the West), regional war and poverty. Yet these hardships were never allowed to be used as an excuse to break bad, blame other race groups, and other external factors and NEITHER do successful African Americans.

In fact Charles Barkley put it so eloquently

    "We as black people are never going to be successful, not because of you white people, but because of other black people. When you are black, you have to deal with so much crap in your life from other black people,"

    "For some reason we are brainwashed to think, if you're not a thug or an idiot, you're not black enough. If you go to school, make good grades, speak intelligent, and don't break the law, you're not a good black person. It's a dirty, dark secret in the black community.

    "There are a lot of black people who are unintelligent, who don't have success. It's best to knock a successful black person down because they're intelligent, they speak well, they do well in school, and they're successful. It's just typical BS that goes on when you're black, man."

Re: YouTube blocked chess channel after mistaken detection of racial slurs

#528

Earlier quoted context omitted.

You joke (I think), but given what happened to the "master" branch on GitHub, it seems likely that some people will try to push the point, and, if they make enough noise, it's likely that the organizations involved will eventually cave (not the chess grandmasters (!), but the administrator types). I googled a bit and turned up a couple of news articles: https://apnews.com/article/184386cc09be6c69535919402a13fa3f and…

If someone thinks chess colors are racist, they should get educated on their history first: https://en.wikipedia.org/wiki/White_and_Black_in_chess#Histo...

History is sexist: it's his story!

Re: YouTube blocked chess channel after mistaken detection of racial slurs

#529
post #451
post #329

Earlier quoted context omitted.

> Honestly, lately I feel like the opposite is the case. Everywhere I go anywhere online all I see is white people being shit on. I see incredibly racist things being said about white people everywhere online and there are zero consequences for it. In fact they often get praised for it. So no, I think what you're saying is far from being true. It's not just whites but east asians, jews as well. The whole idea derives…

> was permanently banned for saying "niggardly use of ammo packs" As a non-native english speaker, if I didn't look up the word in dictionary, I would likely assume it was a derivative of that other word. I can see how that would lead to a ban if moderator didn't bother checking, especially if they are moderating 13 year olds mostly.

I guess if you didn't know how to play chess and you heard white moves first, you'd think that was racist too. Especially since you might be inclined to think adults are too busy to play games.

Re: YouTube blocked chess channel after mistaken detection of racial slurs

#530
post #527
post #372

Earlier quoted context omitted.

Oh yes, groups like Asians are being heavily targeted yet they get almost zero attention. We even saw the case at Yale where Asian and White students were being doc'ed points on admissions. There is even research showing how in many different situations Asians actually have many more cases of hate crimes against them compared to black and Hispanic: > In general, hate crimes are most likely targeting young adults at a…

Agreed 100%. The fact that people are downvoting just shows how ridiculous the double standard is when it comes to racism. First, racism is not the olympics. Nobody wins. Even when its people "punching up". However, it is quickly becoming acceptable. Take a look at Western Europe and the the level of anti-semitism from the Muslim, Arab and some local community. It's disgusting. You'd think that Europe would have root…

Very good points! These are the same kind of points I have tried to bring up to commenters on Reddit before and I get called racist and told I don't understand. Of course they never try to help me "understand" whatever their "problem" is, but they sure know how to lay out some insults and use their "ism"s.

I think the Malcolm X quote is a very powerful one that accurately represents what is currently going on. I'll quote a snippet of it here but I think the full paragraph is interesting to read:

> “The white liberal is the worst enemy to America, and the worst enemy to the black man. Let me explain what I mean by the white liberal. In America there is no such thing as Democrat or Republican anymore. In America you have liberals and conservatives. The only people living in the past who think in terms of I’m a Democrat or Republican, is the American Negro. He’s the one that runs around bragging about party affiliation. He’s the one that sticks to the Democrat or sticks to the Republican. But white people are divided into two groups, liberals and conservative. The Democrats who are conservative, vote with the Republicans who are conservative. The Democrats who are liberal vote with the Republicans that are liberal. The white liberal aren’t white people who are for independence, who are moral and ethical in their thinking. They are just a faction of white people that are jockeying for power. The same as the white conservative is a faction of white people that are jockeying for power. They are fighting each other for power and prestige, and the one that is the football in the game is the Negro, 20 million black people. A political football, a political pawn, an economic football, and economic pawn. A social football, a social pawn. The liberal elements of whites are those who have perfected the art of selling themselves to the Negro as a friend of the Negro. Getting sympathy of the Negro, getting the allegiance of the Negro, and getting the mind of the Negro. Then the Negro sides with the white liberal, and the white liberal use the Negro against the white conservative.

https://www.goodreads.com/quotes/8869214-the-white-liberal-i...

His quote so accurately describes what is currently happening it's kinda disturbing. I find it hilarious how a well educated and successful black person warns of exactly this kind of thing and yet we still see it happening. We see businesses, liberal politicians, and liberal supporters who spew BLM love everywhere they go and act like such huge supporters of BLM. Yet when Obama was president very little was ever done to help these black communities. Some even argue Trump's policy changes did more to help black people than Obama's changes did. But no liberal would consider that as it doesn't fit the narrative.

It's easy for a politician to make big talk, but when they ignore the stats and the root cause of the problem then it really is just talk and it's useless.

People think that by pointing out things like we have mentioned that we are racist. But in reality we are just able to see the factual/statistics that demonstrate the real issues. And we can see how the politicians and companies utilize racial justice to increase their wealth and power. I personally would love to see all races treated equally, but current BLM movements have not shown any factual progress and have only shown further negative effects such as more incidents of hate crimes.

What people often don't realize is that calling something a ghetto or low income is not racist. Just because one particular area happens to be made up mostly one particular race doesn't make it racist to address that it is a problem. People like to act like police are the problem and that black people are being arrested in higher numbers because of racist police. When in reality black people are often in low income areas and low income areas are well researched to have higher levels of crime. Thus of course there are more arrests in such areas. But I don't know why people need to blame it on race. Why can people not identify that the 1% bleed everybody dry, and particularly take advantage of the poor. Why can we not fight against the root of the problem, why does it always have to be this race against that race?

I just find society now so disturbing with how someone can shit on one race in order to pump up another race and that somehow makes them gain more power/wealth. Someone should not benefit from being racist, yet that is exactly what is happening. People should benefit from actually making change and addressing the real problems.

It's funny because you see people like Jordan Peterson get called and "alt-right nazi" yet I have never seen a video of someone actually making a valid rebuttal to anything he has said. Just listening to videos of him talk you can tell he has a pretty high intelligence level and knows very well what he is talking about. I find in today's society when someone makes valid and factual statements it has become common to just dismiss them by calling them something rather than trying to debate/discuss what they said. Nobody is open to addressing the actual concerns and would rather do hand waving and police people from saying certain words. It's only free speech when it's for a woke liberal movement nowadays.

One day maybe sanity will come back, but I can't see that happening for awhile. It makes me curious if there are any countries that do have some more sanity and operate on a more statistical based playing field rather than an emotional based one.

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