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Three months of content moderation for Facebook in Berlin
- Barrin92 9y agoOkay the speech issue aside because it's frankly been debated to death, what I find really crazy about the situation is how much this is being treated by Facebook as a 'mechanical turk' like task. The author describes having only a few seconds for a pretty complex task and is exposed to disturbing material for essentially their entire workday, without any adequate psychological training at all. This is not how content moderation should be done at all, and I'm not even sure that this should be treated like a routine job.
- KSteffensen 9y agoAgreed, this sounds terrible. I can understand why the author quit after just 3 months.
- th0br0 9y agoNote that Facebook has outsourced the moderation to an external company (Arvato Bertelsmann) and isn't employing these people themselves.
- zeeed 9y agoHow exactly does that make the job any better?
- lrem 9y agoThis setup is to protect the company, not the workers.
- cleansy 9y agoIf anything, it makes the job worse by an order of magnitude. Arvato Bertelsmann is famous for bad working conditions. For example: circumventing minimum wage by (de facto) requiring unpaid over hours. They write into the contracts that you only need to work Mon-Fri but in reality they even ask you to show up for work sundays, christmas or whenever they feel like it. If you don't comply, they show you the door. Illegal yes, but with minimum wage you usually can't expense the time or money to sue them.
- twblalock 9y agoAt Facebook's scale, there is not a good way to do it. Even if they were able to scale it, it would not be good enough anyway. You can automate it, but clearly that doesn't catch everything and automated systems can result in just as much bias as humans doing the job. You can hire humans to do it and make them work fast, because the amount of posts per day is extremely high. You can use some automation to help them, but that will combine the problems of human moderation and automated moderation. You can hire lots of humans to work at a normal pace and give them psychological counseling, and spend so much on their salaries that you'll go out of business, and even then they won't catch everything and will be frequently accused of bias. It's a no-win situation for Facebook because even if they were able to objectively and fairly moderate every single post, they would be accused of bias by politically motivated people anyway. This is not a technology problem, it's a social and political problem and Facebook will never be able to please everyone. Twitter is in the same boat.
- tyingq 9y ago>At Facebook's scale, there is not a good way to do it. Even if they were able to scale it, it would not be good enough anyway Facebook is picking the quota for decisions per hour or whatever, and choosing whatever help is available to reviewers. Certainly they have some culpability for the outcome.
- twblalock 9y agoI wasn't trying to apportion blame, because I don't see how it's useful to do so when there is no possibility of a good outcome. If Facebook adjusts the quotas, they will just be doing a more effective job at pursuing an unworkable goal.
- mschuster91 9y ago> You can hire lots of humans to work at a normal pace and give them psychological counseling, and spend so much on their salaries that you'll go out of business, and even then they won't catch everything and will be frequently accused of bias. Then you should not fucking be in the business at all! What FB does is externalizing the cost onto societies and skimming the profit! Cost here being two things: first the cost of mentally fucking up the moderators (so an extensive amount of psychological healthcare has to be shouldered by society) and second the cost to society that arises from letting Nazis and jihadists spread their propaganda (including the cost from real-world violence enabled by said propaganda).
- Iv 9y agoHere is how I would do it: I would create an auto-moderation feature where users could report and classify inappropriate materials. I would have a team of moderators judging some contents in-depth and a system trying to match their judgment to a clique of auto-moderators that are not linked to each other. I do not understand the lack of research in automoderation systems. This has now become a crucial point of social media! The most advanced system I have seen is 20 years old (Slashdot's moderation system) but now we are back to much more primitive reddit-like systems. Why did people stop explore these? In a world where deep learning and blockchains are available through many easy-to-use packages I am surprised that there are not more experiments around that.
- twblalock 9y agoHow would blockchains be useful for moderating offensive content?
- briandear 9y agoWell, by using blockchain, you make whatever you’re doing infinitely cooler, thus attracting higher quality talent who can then do a better job moderating content. Alternatively, I bet we could find a way to use a middle out compression solution to make moderation problems smaller.
- Iv 9y agoI understand this is a buzzword that is overhyped these days and that by putting it next to deep learning I probably triggered many buzzword saturation thresholds. I usually point out that there is only one thing that the blockchain bring: it removes the need to trust a third-party. If you don't need that, then you don't need the blockchain. I would argue that political discussion in the current climate is one of the cases where the absence of a third party of trust would be an advantage.
- Iv 9y agoOut of the top of my head I could see : - Micro-transactions to give incentives/disincentives to some behavior. - Moderators team receiving compensation for their work - Parties escrowing funds in case of moderation appeal - A moderation implemented using smart-contract and not requiring third-party trust - A multi-dimensional currency based on the cliques of reader who approved your messages much.
- jwilk 9y agoIf you have JS disabled, disable also CSS to read the article.
- lsmod 9y agoIf you use Firefox then you can just enter the "Reader View".
- ryanmarsh 9y agoI had to quit as I was particularly disturbed by what I saw as signs of professional deformation in me: a kind of hyper vigilance (especially about the risks for my family). I was dreaming about the job an my own perception of reality shifted in a most concerning way. The terrible Las Vegas Shooting suddenly seemed entirely normal to me. I know we like to believe otherwise but an observation of human behavior en masse shows that we are preternaturally vicious. Extreme cruelty and violence is the default as much our need for connection and love. Those of us who've had the opportunity to observe or take part in humanity at it's most primal form, in the unsafe gaps between "civilization" and a well functioning state, often come away with our reality shattered. I know mine was. Lastly, the author shows signs of PTSD, granted this is an armchair assessment.
- discordance 9y agoI remember a similar case in 2015-16 where Microsoft employees also suffered PTSD after moderating content - https://news.ycombinator.com/item?id=13378346 https://news.ycombinator.com/item?id=13378346
- digi_owl 9y agoWe love perceived insiders, and are vicious to perceived outsiders. And the size of the first group is somewhere around 150, the number of distinct individuals we can track mentally.
- newshorts 9y agoIt makes me so sad that we are employing people (for very little money) to harm themselves psychologically. This isn’t good for anyone, this is a case where machine learning is compulsory. We as a society have decided to hide the terrible aspects of our culture instead of deal with it. It’s why we have public and private schools, it’s why we give homeless people bus tickets out of our cities. We want to take the easy road and push our problems out of sight and out of mind. I’m not saying I have an answer but the problem of Hiding from things that disturb us can’t be a long term solution.
- austenallred 9y agoAs someone who used to run a news company, I’m not sure watching all the beheadings and burning that ISIS posts is healthy or necessary, and I would advise that anyone I love to avoid watching them. I can handle a lot, but that stuff messes you up mentally, at least temporarily.
- matte_black 9y agoI think watching videos where normal people die in some sudden unexpected way has taught me how to be more perceptive of potential danger, even when a situation seems perfectly normal. I would say it serves a purpose, and if people must watch a gruesome video, I’d say those are the ones to watch.
- mclightning 9y agoCheck out "Active Self Protection", youtube channel. His channel serves exactly to this purpose. I also felt the same way as you described after watching a few of these. But I don't think there is any pragmatic reason at all to watch torture videos that terrorists do. It is not a defense confrontation. It is the aftermath, it serves no purpose, nothing to learn there.
- matte_black 9y agoActive Self Protection is some good stuff, I've seen a few.
- MikeGale 9y ago1. I got the impression that there may be no long term safety net for the enduring impact of this. (Like PTSD support for policemen.) That's not good enough. 2. Reading this piece I don't imagine the system can actually "work" in any reasonable way. This job should be done by the individual user. In FB you can "block" other people. I imagine that would sort out much of this issue. 3. If FB and others are forced to police and censor like this maybe they should simply take themselves out of business lest they become inclined to exterminate our species for the actions of what, I hope, are a few.
- MikeGale 9y ago4. Other people should not be viewing private posts anyway. (Assuming this is limited distribution posts (not public).)
- jankassens 9y agoSocial media companies in Germany are required to review and delete reported content within 24h. The law is NetzDG http://www.bbc.com/news/technology-42510868 http://www.bbc.com/news/technology-42510868
- jacquesm 9y agoThis sounds very much like the kind of exposure we had moderating ww.com/camarades.com and files.ww.com. I've had a lot of contact with authorities over the years about some of the more disturbing things we came across on the service. Some of those images will haunt me for life. Nothing but good about the people that do this for a living from an official point of view, that's got to be a very hard job to keep up for an extended period. I ended up shutting down files.ww.com because there was no way to run that part of the business profitable with the amount of oversight it required, and it seemed to attract the worst kind of content, but I'm frankly also not too unhappy to be out of the webcam community business. Content moderation is a pretty depressive activity to engage in for any amount of time. My biggest stroke of luck was to find a couple of community members that really enjoyed doing this and that kept a pretty fair hand or instead of a year ago I would have shut the whole thing down a decade ago.
- lovemenot 9y ago>> My biggest stroke of luck was to find a couple of community members that really enjoyed doing this ... That must be a rare type of person. Without casting aspersions on those two individuals in particular, I wonder whether part of a solution might be to invite the posters of objectionable comment to moderate others' content. Poacher turned game-keeper.
- jacquesm 9y agoThey were just very long time members of the community that stepped up to the plate in order to avoid the whole thing being shut down. I would have absolutely nothing to do with the posters of objectionable content, least of all to elevate their stature to moderators.
- flycaliguy 9y agoNot a bad idea. Pay psychopaths a good wage, keep them out of trouble and keep the web clean.
- jacquesm 9y ago
- Maarten88 9y ago> The only power that the content moderator has, is to delete a post. This surprises me, but it is consistent from Facebook's viewpoint where the user is the product. You can fire a customer, but you can't fire your product. So maybe it is to be expected that Facebook implemented moderation as a QA process. It would probably be against their interests to implement policies that would police their community in a way that makes sense, with warnings, temporary and permanent bans etc.
- ZenoArrow 9y ago> "You can fire a customer, but you can't fire your product." On some level, money is morally neutral, but it's not like Facebook won't have enough "products" to sell if they dealt with those that violated their TOS more decisively.
- Mithaldu 9y agoThat also contradicts an earlier statement in the article: > The moderator has not only to decide whether reported posts should be removed or kept on the platform but navigated into a highly complex hierarchy of actions.
- banned1 9y agoAnd all of this human cost just so we can post about our avocado toast! :-(
- DanielBMarkham 9y ago"...At the end of the ramp-up process, a moderator should handle approximately 1300 reports every day which let him/her in average only a few seconds to reach a decision for each report..." If you are doing something 1300 times a day you are effectively not doing it. I don't know what you call it, "Monkey in a can" comes to mind, but you are not adding any sort of human oversight or judgment aside from simple image recognition -- and probably not doing that good of a job at recognition at that. I suppose these jobs exists so that the social media giants have somebody to point to (and fire?) when things go wrong. That's fine. Sounds necessary to me. But not at that scale. To attribute any sort of meaningful behavior to clicking images at that rate is a joke. Most normal people would be burnt out before they got to their first 100.
- Mithaldu 9y agoA translator usually does 1000 words per day. Are they "not doing it"?
- gre 9y agoReminds me of this article about censoring content at Google from 2012. https://www.buzzfeed.com/reyhan/tech-confessional-the-googler-who-looks-at-the-wo?utm_term=.jdjgm3ymE#.wekWJ39JE https://www.buzzfeed.com/reyhan/tech-confessional-the-google...
- pcf 9y ago"This system is based on a migrant and young workforce." If a lot of people with a Muslim background is doing this job, it increases the probabilities that things reported as "Islamophobia" (which doesn't exist) will lead to deletion and banning. While things reported as Islamistic will probably not be deleted or banned as often, since they will have a greater sympathy for these things than non-religious moderators.
- jacquesm 9y agoMigrant != Muslim.
- lifeisstillgood 9y agoThis is fascinating, and disturbing. a few thoughts are that UK police when cataloging child pornography for courts were given regular breaks, counselling and, what stuck in my mind, watched BBC children programming on TV at the same time just to counter the overwhelming ness this overwhelming is human - we extrapolate from our experience what the world is "really" like - so a flood of beheading videos teaches you the world is fucked up. We as society do urgently need to get a grip on this - it's not just the extreme end but how skewed away from BBC-normal is the viewing diet of the average youtube kid? I think there are solutions to the scale problem. the facebook brute force approach is interesting - but at 6.5M per week unmanageable. I think this needs to be something dealt with as social media deals with everything - farmed out to the community. what we have is a free to publish environment. but we as society have really no insight in what is published - whereas previously there were few enough newspapers one could read it all. so why not have an approach like recaptcha - every day or so you get a suspicious post in your feed, and are asked to comment. Feedback can be something like "95 of your friends think that post was offensive enough you should be jailed" - this would be valuable human level feedback that is not available in "likes". one can easily see it as a way to understand the different universes of people online - the fox-hunting lobby generally approved your post showing a bloodying but people who like superhero movies were revolted. I can see the apple faceID thing here being an interesting measure of revulsion ... Ultimately social media has been a consequence free zone for publishers (posters). By adding in feedback from friends and wider society we can get a much needed insight into what is happening around us, and the feedback will often be a useful control rod for people posting - as it is online. Long unfocused rant but interesting thoughts. One final thing - Berlin has sufficient immigrant population that it can recruit 1000 multi lingual multi cultural immigrants (plus churn - author lasted 3 months) with enough tech savvy to be moderators. Just want to mention that to the 52% of UK that think we can be a tech hub after telling all the immigrants to piss off.
- kleer001 9y agoIt's almost as if a better solution would be to leave mass media to a few distributors per city and a few national ones. You know, like newspapers. What do we really gain by having direct and immediate access to the uncensored thoughts of casual acquaintances and relatives and all their casual acquaintances?
- hsljekskfh 9y agoso you're against the idea of social networks?
- kleer001 9y agoNo, of course not, that's an indefensible position. Their benefits out weight their detriments. I'm just not a fan of amateur journalists with no oversight, poor training, an ideological axe to grind, and possible mental pathological tendencies. How do you filter all that out? Ahhh, you can't. At least not without a cultural homogeneity that leads to strong social support for education and care of the less well off. How do you get that? Time.
- Buge 9y agoWhat do we really gain by Hacker News comments? What do we really gain by blog posts? I personally have learned a lot about technology from peoples' blog posts, and Stack Overflow posts. Maybe not as much from Hacker News posts, but I've still learned some. And by reading reddit posts such as stuff in /r/askreddit I've learned a lot about people with backgrounds quite different than mine, and I believe the ability to better empathize with them.
- kleer001 9y agoAll of your examples involve moderate to high self selection for thoughtfulness and have a culture of self-critique. Reddit has it historically and HN has it in daily practice. However, Facebook is nearly a wasteland of relatives and acquaintances yanked into the network, sometimes against their better judgement. Once their and fluent in the technical aspects they feel free to be themselves, not necessarily a thoughtful member of the network.
- wonderbear 9y ago"I showed empathy only when I found something connecting me with the world of the living beings, these small details that I tried not to notice that would humanize the corpse and overcome my reflex of repulsion." This part really stood out to me. It made me think about the difference in my own reaction between reading about some number of deaths and reading about how the victims ended up where they did.
- da02 9y agoWhat are the job requirements and qualifications to obtain this position?
- printf_kek0 9y agoI am probably among the tiny minority of users who strongly objects to any form of Content Moderation whatsoever. Regulatory requirements notwithstanding, a policy that dictates what content gets filtered to users is analogous to a parent forbidding a child from watching an age restricted movie. Although I could present a "this is a slippery slope" argument here, the more salient argument is that content moderation is essentially a form of social engineering. If you think I am exaggerating but have never seen video footage of what _real war_ does to real human beings I would encourage you do so; consider then whether you still experience the same apathy that you did whenever "Suicide bomber in <place_in_middle_east> kills x" appears in your feed. IMHO, people should at least be presented with the option to see what is getting filtered rather than selectively suppressing objectionable material lest society remain indifferent..
- cpncrunch 9y agoWhile it would be nice to have online discussion without moderation, in practice it simply doesn't work. There are just too many trolls out there who wreck it for everyone else. (I've moderated online chat for > 20 years, so I have some experience of trolling). The other issue, which is perhaps more relevant here, is illegal content. Are you saying, for example, that it shouldn't be illegal for someone to put posters up on every street corner in their town saying that Mexicans are all child molestors and should be shot? Where should the line be drawn?
- printf_kek0 9y ago> Are you saying, for example, that it shouldn't be illegal for someone to put posters up on every street corner in their town saying that Mexicans are all child molestors and should be shot? Where should the line be drawn? It would be inconsistent with the principle of free speech to sanction certain things from being said in public. Even racist, offensive and blatantly stupid bullshit (like your example) should not be censored. The reason for this is because, paradoxically, if we assume that people are capable of rational discussion and debate they will eventually see where their beliefs or statements were in error through their reasoning. To borrow my previous analogy, _hate-speech_ laws are akin to telling a child to: "obey; because I am your father" as opposed to people self-correcting their ethics through open debate and questioning.
- kriro 9y agoInterestingly the original German title is "Drei Monate Hölle" (three month of hell). I wonder why the English title focuses on the learning while the German one focuses on the suffering. Note that it was translated from English to German and not the other way around despite being about someone who works for a German company that does the "content moderation".
- banku_brougham 9y agoNot yet in this thread has anyone discussed the design concept that the community at large could use to help moderate: a dislike button. Hacker news comments is a pleasure to read (A) because of the community, which (B) is curated by the ability to down vote horrible posts. Facebook places value on these horrors, inadvertently I guess, but they are not empowering the users to shut down bad stuff. Imagine the possibilities.
- tobtoh 9y agoIsn't that what the 'Hide Post', 'Hide All Posts from X' and 'Report Post' options are for?
- banku_brougham 9y agoI dont think that action propagates information to other users though. The HN downvote button for instance removes visibility for everyone.
- stevenicr 9y agoI wish there are more transparency about these networks divisions that make these kinds of decisions. How do we contact a higher level management person at facebook and talk about something that was removed or deleted? The person in this article mad themselves seem very objective and desiring to be fair, considering many angles... however I do not think someone can click to remove or not remove, thousands of posts / accounts a day and stay objective with all of them. Projects I worked on have had facebook and tumblr accounts pulled, and I have found no way to speak with someone at either company about the issue. Given how similar the content looked to some standard spam, I can see how a moderator would quickly click to remove when they see hundreds of similar things a day that are indeed quickly made spam. However these particular projects were not affiliate spam, they were original works, however no amount of emails or @mentions on twitter ever brought anyone from these companies discuss the issue. Had similar issues with google. When it's just a fake account being used for trolling, the harm in removing an account is likely minimal. However there is little chance these low levels mods know if the poster was a troll of legitimate group trying to do right. If presence on social networks affects search engine rankings, getting a low level overworked, over stressed person to delete your competitions accounts could reduce their sales by 80% easily. As facebook seems to want to "be the internet" and monopolize what is okay to be discussed and seen, they certainly have poor customer service for righting mistakes that are made in removing things. This is also true of tumblr and others. wasn't there something on hacker news a while back that pointed out many of these mod jobs or pushed to countries like the phillipines or something as well? With the bias that can be created by culture, and the amount of content that people are forced to see, there should be better options for contacting these companies and getting things re-instated. In some cases deleting an account hardly affects anyone. In other cases deleting an account creates a snowball of removing speech that may be important to many, not just on facebook, but affecting the other portals as well.