The laid-off lawyers and PhDs training AI to steal their careers
Experienced white-collar workers are now part of a miserable gig economy.
AI companies are paying screenwriters, lawyers, and other white-collar professionals to produce the training data needed to automate their jobs. I spoke with more than 30 workers about conditions inside this fast-growing and extremely secretive new gig economy.
10.03.2026 12:43
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We're now in the period of capitalism, with the advent of digital technologies, where the outsourcing has very much come home, to white collar positions.
Let's be clear: generative AI is a class warfare technology.
12.03.2026 14:51
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A tweet from Karen Hao which says "Update: This is worse than I thought. Workers in Nigeria, Rwanda, and South Africa are also reporting that they are being blocked from the website or cannot create an account. It's possible that Scale AI suspended Remotasks far beyond just Kenya."
The original tweet she is quote tweeting is her own, which she says : "For years Iβve been interviewing data annotation workers who are the lifeblood of the AI industry. For years Iβve heard the same story: the platforms they work for wield total power, leaving them precarious & vulnerable to exploitation. A horrible example of this just happened 1/"
The precarity is not new. Data workers talked about how Remotasks pulled out of Africa with no warning years ago.
restofworld.org/2024/scale-a...
12.03.2026 14:44
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Workers began posting complaints on Mercorβs subreddit, only to have their posts quickly deleted by the Mercor representatives who moderate it. In response, two unsanctioned Mercor subreddits were created, where workers could freely express such sentiments as βCHILDREN RUN THIS COMPANY, THEY WILL SOON HAVE THEIR DAY OF RECKONING.β
This reporting by @joshdzieza.bsky.social is harrowing. The arbitrary, precarious, and piecemeal work done by professionals to train generative AI systems.
The data work contractor, Mercor, founded by 19-year olds, pull contracts and change working conditions at the drop of a hat.
12.03.2026 14:38
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What does it mean for culture to βshapeβ cognition?
In our new TiCS paper, @benjaminpitt.bsky.social & I offer a typology of four possible effects: culture
can Privilege one cognitive process over others, Prune out disfavored ones, Produce new ones, or have no effect.
www.cell.com/trends/cogni...
12.03.2026 11:14
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I had gone to the local ER, expecting a run-of-the-mill gallbladder removal that would have me back at work by Monday. Instead, they shipped me down to the big regional hospital in Fargo, North Dakota, where an MRI showed a gallstone, yes, but also a 9.5-centimeter tumor wrapped tightly around the main bile duct and several major blood vessels in the liver.
The gastrointestinal specialist was in the room with my wife and me when the radiology report came back. I watched his face drop and his entire demeanor change as he read through it for the first time.
He was an affable guy roughly the same age as me. βWe just donβt see this in guys our age,β he said.
I was diagnosed with cholangiocarcinoma, or cancer of the bile duct. As far as cancers go, itβs an especially brutal one: The five-year survival rate is around 10 percent, and most people diagnosed with it are dead within a year. That was going to be me.
Cholangiocarcinoma is deadly in large part because it is so rare: There are only about 8,000 new cases in the U.S. each year. Cancer treatment advances patient by patient, clinical trial by clinical trial. Each patient is a new data point. When there are few data points, the science advances very slowly.
βThere are some chemo and radiation therapies that can slow it down a little bit, maybe buy you some extra time, but nothing that can kill it,β the GI doc explained. βThe only way to cure it is to cut it out completely, either by surgically resecting the liver or doing a full-on transplant, but by the time most people are showing symptoms, itβs too late for either of those.β
βIs it too late for me?β I asked.
βI donβt know,β he said.
For Slate, I wrote about what it's like to get a terminal cancer diagnosis when you're 42. slate.com/life/2026/03...
12.03.2026 12:04
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Alexa+ gets a new 'adults only' personality option that curses but won't get into NSFW content | TechCrunch
The new Sassy style can curse and roast you, but the fun ends there.
Today in luxury surveillance.
βWhen you toggle on the option for Sassy in the Alexa mobile app, youβre warned that the Sassy style uses explicit language, which is why it requires a security check. On iOS, this involved a Face ID scan.β
12.03.2026 15:25
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today is the 6th anniversary of the official start of the COVID pandemic and I am concerned we have taken many wrong lessons from it
11.03.2026 18:20
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If the only way you can feel transgressive and alive is by being a massive bigot, buddy youβre going to the wrong parties.
12.03.2026 15:25
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I meant it when I said Kacey was back to making relatable af music for millennial women disappointments bsky.app/profile/hell...
12.03.2026 15:20
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Sigh. I have once again hit the "no one meets your search settings" wall on feeld. My search settings are "60 mile radius" and "23-50yo." Things are grim out here. I feel like a video game character trying to get past the edge of the map a lot these days.
12.03.2026 15:15
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this phrasing of it gave me a good laugh π
12.03.2026 15:08
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And that's how you get monstrous fuckups like Grammarly's.
Only one or two folks on the team with IP knowledge can't catch everything. If whoever handles product review doesn't spot the issue then you get "We're excited to release our new feature, Right of Publicity Violation As A Service!"
12.03.2026 15:05
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my experience has been that this is shockingly common - especially on smaller in-house legal teams, IP background is often lacking.
12.03.2026 14:57
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And in doing so, theyβre reinforcing the power of the trad wife myth. Thereβs an implication that women changed (via feminism), so men changed too.
Itβs just not accurate.
12.03.2026 14:54
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Anyone who is implying that old misogyny was safer has bought into the myth that men are benevolent in their domination of women, so long as the women are sufficiently submissive.
Theyβre promoting an image of chivalry, not domestic violence.
12.03.2026 14:54
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If you look to feminist studies that used consistent definitions of rape no matter the law, the rate of sexual violence has stayed shockingly consistent since we began measuring it, despite a lot of changes in womenβs material access to power in society.
12.03.2026 14:54
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When people glorify old misogyny in comparison to new misogyny, I think they forget that marital rape was legal 40 years ago.
It literally wasnβt legally considered violence and thatβs a big part of why todayβs conservative home can be cast as βmore violentβ now.
12.03.2026 14:54
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I know they'd text me if they actually wanted to. I don't need my nose rubbed in the knowledge that they don't want to π
12.03.2026 14:52
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I really need co-star to stop sending me push notifications that are basically pull quotes from He's Just Not That Into You, the book my mom drove me to the book store to purchase for me 15 years ago after I told her my feelings had been hurt by a guy leaving me on read more often than not.
12.03.2026 14:51
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DIY > AI
01.07.2025 02:43
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The Fallout from Reporting on White Nationalism in Canada | The Tyee
Journalist Rachel Gilmore published an investigation in The Tyee. The men she unmasked showed up to intimidate her in person.
A Canadian journalist documents a group of white nationalists whoβve been meeting at a gym in MontrΓ©al, unbeknownst to the owner of the business.
What happens after the story comes out? thetyee.ca/Opinion/2026...
12.03.2026 14:21
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I don't know why these people have a beaver in their house, but I think we can all agree that beavers are so fucking good.
12.03.2026 14:16
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lol the fact that he reposted himself
12.03.2026 14:10
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12.03.2026 11:26
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