Now we know that it is actually being a data labeller, AI tutor and content moderator, but in very low wage countries such as in India.
This is the post-AGI reality. 'Abundance', but not for you.
The reason you are facing job losses right now is because Joe in Cary who learnt to code at a bootcamp can't justify being paid $180k a year when I can hire Jan for $90k in Karlin [2] or Jamila for $60k in Koramangla [3] while maintaining equivalent performance and output. Having a president pass an executive order to distract from the Gold Card announcement [4] also played a role [5] just like we warned would happen.
[0] - https://www.ft.com/content/267037e8-a71f-4025-acca-f441fe712...
[1] - https://www.ft.com/content/d6fdc04f-85cf-4358-a686-298c3de0e...
[2] - https://www.levels.fyi/t/software-engineer/locations/prague-...
[3] - https://www.levels.fyi/t/software-engineer/locations/greater...
[4] - https://www.pbs.org/newshour/politics/trump-signs-proclamati...
[5] - https://www.bloomberg.com/news/articles/2026-02-03/alphabet-...
This is not new. The British boast of banning slavery but they will never tell you about their invention of bonded labour. They imported bonded labour to South Africa, Guyana and other parts of their empire.
Now companies can use the Internet to keep the labour remote. Doesn't even require a degree.
This is a consequence of communism and big government of India.
What is missing in an AI model for it to intuitively understand what content is extreme from very few labeled sample in training?
This person is earning a really competitive wage. She’s getting the power and independence to lead a materially good life. This will trump every other metaphysical concern you can have by watching these abusive videos.
Some one has to moderate these videos and it’s great that it’s someone poor who’s getting the opportunity.
I'm more bothered by the fact that once again an article focuses on the plight of an identity deemed oppressed rather than broader concern for working classes. All it does is sell it as pandering rather than exposing a genuine issue. And as usual from the post-modern left, dividing rather than uniting. The article's entire justification for this is the absolute cop-out: >Women form half or more of this workforce.
As another example, I read an article the other day complaining about an advertising campaign from a colossal multinational company replacing the "o"s in London tube stop names with "0.0"s. Why? Not because of excessive corporate encroachment into public spaces, but because it might be confusing for disabled people. Maybe it would be, but once again the broader problem of capitalist overreach is ignored in favour of identity. Corporate exploitation is fine as long as it doesn't impact people who aren't able white men
That would be as helpful as these vacuous takes.
There's also a lot of content that companies don't want to host or show to their users in general.
An improvement in material conditions does not straightforwardly make up for these problems. What if they cause the viewer to commit suicide, or be so distraught they can no longer continue to work? People who do this work tend not to be able to do it for very long.
You also seem to be evaluating this by taking the current order of things for granted, as if it were not possible for this kind of thing to not be necessary in the first place. Quite a stunted imagination.
Look up farmer suicides in India an you can understand how material poverty leads to even more suicides statistically.
These people don’t even have food to sustain. One of the biggest problems is that poor people in India have low IQ because they literally can’t afford food with vitamins.
Low IQ leads to irrational decisions, low productivity and they get equal vote so they vote in idiots that slow progress.
These jobs are the best deal for overall progress of India. Sure they have to struggle in the middle but at least they have good food on the plate. Some safety net to make long term decisions and vote for better leaders.
You wouldn’t get it. You would just show concern. But Indians have to deal with the problems.
I'd suggest you try to understand that psychological problems are real and that you only get one brain. You may say "you don't understand poverty", but it equally sounds like you don't understand trauma and psychological issues. You only get one brain and life is about being happy. If you rise out of poverty, but you're less happy than you were, is that better? It sounds like it is for you as long as they stop voting for candidates you don't like. It's easy to not care about people's happiness if they don't vote for the candidates you like, right?
If you saw that my main point was that metaphysical concerns of “trauma” and “psychological issues” are a non issue for people who don’t have food on their plate.
> If you rise out of poverty, but you're less happy than you were, is that better?
Who are you to suggest they are less happy than otherwise? They took that decision voluntarily. I’m also suggesting that it’s the best decision.
You seem to think you have a better alternative for those people. Pray tell me, what is it that you are suggesting? What would you have rather done if you were the poor mother in middle of nowhere India and you had 6 children with complete lack of material stability. You would have rejected it?
If it were me or my friends or family- I would have definitely taken the job or adviced my friends to take it.
Who are you to assume they always are? Once again, you're just dismissing the problems away.
> They took that decision voluntarily.
As if nobody in the history of the world took a deal that turned out to be bad for them. A voluntary choice does not inherently imply that the choice made them better off.
Regardless, you've completely ignored the last sentence of my original reply, but I'll try to spell it out for you. The neocolonialist objection does not boil down to, take these women's jobs away and make people in the corporation's home country do it. It is primarily a critique of the society that benefits from or depends on labor its own members consider unacceptable or beneath them. It is inherently exploitative by that society's own standards, and retaining such an economy is either unsustainable or incentivizes the perpetuation of the conditions which allow it to exploit. In other words, the US has a vested interest in making sure some people are always poor and desperate enough to do the jobs it doesn't want to do.
People will do what they have to do to survive. But this is hurting these people who long suffer long after the social media company’s contractor discards them.
They make irrational decisions - don’t send their kids to school, make them work in farms. They are mentally stunted because of low quality food. They vote for idiots which stall progress even more.
You show concern but what is the alternative? Ask the capitalists for even more money?
Seems like kind of job that needs physical filtering. Onboard bunch of candidates, measure their vitals, find low responders to abusive stimulus, hire them. I'm sure there's some poorly replicated psych study done on 1st years to draw from.
Oh, wait, India?
Maybe they should get edgy teenagers to do the content classification rather than third-world rural women with minimal media exposure.
You can find areas of propaganda where site rule breaking will be allowed if it serves the interest of the owner, but you really have to seek it out. It's even weirder that the latest generation is self censoring common words so they can show up on sites like TikTok. Billionaires buying newspapers to censor seems less strange but sadly something I also didn't expect.
Dissociation. A classic sign of trauma and PTSD.
Those streams were customers. Our people’s job was to monitor the streams for video and audio quality issues. When I would tell my friends that I worked with guys who’s literal job was watching porn on a sofa all day, they thought it must be the best job in the world.
But when I talked to the guys that actually had the job, they said it was a terribly boring chore. Even worse, they said you quickly become so desensitized that it bled over into their non-work life in a negative way. Almost everyone that had that job eventually grew to hate it.
These kinds of jobs have always existed. To some extent someone needs to do it. While we may be outsourcing it now, there is a long history of paying people in the US to do it.
alephnerd•3h ago
> With just four months left on her contract, which pays about £260 a month
Earning US$350/mo working remotely in a village in one of the poorest states in India is an extremely competitive given that the alternative would be spending 12 hours sewing fast fashion for Zara earning US$130-150/mo [0], doing bit piece ag labor for around US$100/mo and participating in MGNREGA for US$50/mo, become a housewife, or become a Naxalite/Maoist insurgent to earn a couple thousand dollars when surrendering [1].
Content moderation means interacting with extremely depressing and horrid content, but someone needs to do it, and once models get good enough we would start seeing articles about how "all the good 100% remote first jobs with no barrier to entry" are being automated to oblivion.
Yes it sucks, but the alternative is becoming a migrant worker or working in light manufacturing where QoL is worse. Heck, we used to see similar articles about Chinese workers for Apple barely 14 years ago in then equally poor Sichuan [2], but you don't see those kinds of articles anymore.
Development takes time and the fact that US$350/mo remote data annotation and content moderation jobs are now penetrating into villages in what used to be the Naxalite/Maoist/Red Corridor where bombings and gun battles were a part of normal life just 10 years ago [3] is a massive step up developmentally - it means that there is robust enough internet, literacy, banking, and public services penetration for the seeds for a services economy to form.
Edit: Thanks for the downvotes westerners - my family is from these kinds of villages in India and Vietnam. The alternatives are extremely bleak - especially for a tribal woman like Ms Murmu at the bottom of the social and patriarchal hierarchy.
[0] - https://theprint.in/ground-reports/industries-finally-return...
[1] - https://www.thehansindia.com/news/national/18-yr-old-maoist-...
[2] - https://www.nytimes.com/2012/01/26/business/ieconomy-apples-...
[3] - https://www.newindianexpress.com/nation/2016/Nov/23/six-maoi...
throwaway290•2h ago
but maybe you have an idea of how manual labor feels (people always do some of it) but no idea how this type of horror feels and what it does.
alephnerd•2h ago
1.) bit-piece agriculture work for the local landlord who will never pay salaries on time because he has the power
2.) migrate to the nearest big city (in this case Ranchi, Dhanbad, or Patna) and work at a factory for 12 hours a week with the exact same risks
3.) get married off
4.) join a Maoist outfit in order to surrender and get government rehabilitation benefits.
And all of this is assuming the men (and it's always men) who they are reporting to are not lecherous abusers which is a very real risk in these kinds of jobs for women in Ms Murmu's status.
Like out of all the bad options, this is the least bad one - especially in an area that was a warzone barely a decade ago.
bdangubic•2h ago
not that I wish this on anyone but you would change your mind very quickly if you had to do this job for just one hour. it can fuck you up for life
alephnerd•2h ago
A tribal woman like Murmu who is clearly living in the Red Corridor districts (based on surname and geographic location) doesn't have any better choice.
Yes content moderation introduces you to horrid content, but the alternatives give the very real risk of physical and sexual violence.
golem14•1h ago
throwaway290•4m ago
we know what work feels like. Maybe it's better maybe it's worse. But we don't know personally and have no intuition about THIS kind of stuff.
paulddraper•1h ago
leosanchez•1h ago
Also, your first link mentions Bihar not Jharkhand.
alephnerd•1h ago
Ststistically, a young Santali woman from rural Jharkhand would most likely end up working in West Bengal, Maharashtra, or Karnataka [0] according to Jharkhand's Migration Survey.
> Also, your first link mentions Bihar not Jharkhand
Because HDI and developmental indicators remain roughly comparable in both states. Salaries in Bihar are comparable to salaries for similar roles in Jharkhand, Eastern UP, or Northern portions of West Bengal.
[0] - https://iimad.org/wp-content/uploads/2025/05/salx20170525s-i...
kamaal•27m ago
That is the best case scenario. Mostly women roll beedis(a kind of needle sized cigar) on which you get like 1 paise per 10 rolls or something like that. Or worse do assorted labor chores which can really sap one's soul real fast.
Even with all that women actually have it a lot better than men. Men literally die and are reborn every day in most parts of India.
Just drive 30 kms North of Bangalore, and you will see abject poverty scenes. People scavenging bovine dung for fuel, children with flies, no clothing. The ever present scene is always that of an elderly person with pencil thin legs wearing shorts he likely is wearing since a decade with nothing but boiled rice and salt water+turmeric to eat daily. 8 - 10 hr power cuts are the norm, that is if you can afford electricity at all. Most health care is either entirely absent, or you have to travel to the nearest metro and hope you don't die out of hunger getting treatment there. I could go on but that is life here.
£260 a month is actually great for some place like this.