An interview with one of the Amazon employees at Amazon’s AI training facility VGT3.#News #AI #Amazon #Books


Inside the Warehouse Where Amazon Scans and Destroys Books for AI Training


Last week we published a story that revealed an Amazon warehouse where the company scans and destroys thousands of books for AI training data. The following is an interview with one of the Amazon employees at this warehouse. We granted this employee anonymity because they were not authorized to speak to the press.

The employee worked at Amazon’s VGT3 warehouse, which is housed in the same facility as LAS8, where Amazon operates its print-on-demand business. Both operations are part of a larger complex of Amazon facilities in Las Vegas, Nevada.

We discovered that VGT3 was used to destructively scan books for AI training data by placing a tracking device in a shipment of rare books that a bookseller suspected was being acquired by an anonymous AI company. We saw the shipment travel across the country before finally landing at VGT3. Online, Amazon employees who worked at VGT3 described the work of receiving shipments of books, cutting the spines off of them, and scanning the loose pages.

The Amazon employee I talked to described what that operation looks like from the warehouse floor.

This interview has been edited for clarity and length.

404 Media: What do you do when you get to work at VGT3?

Anonymous: We have to walk past everything to get to the back of the warehouse. That's where I first saw all the scanners, and I was really wondering what was going on. I remember I even asked someone what they were doing and they said they’re not sure even the people who work there know what they’re doing. Of course, once I got over there and started putting two and two together, I kind of understood. And you know, I think people who work there probably know what was going on over there, but probably just didn't want to talk about it.

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Do you work at a company that scans books for AI training? I would love to hear from you. Using a non-work device, you can message me securely on Signal @emanuel.404. Otherwise, send me an email at emanuel@404media.co.

We also saw them cutting the spines off the books and everything. And after they scan it, they throw all the loose leaf papers into a big shuttle. [Editor’s note: Shuttles is how Amazon refers to gaylords, which are big open cardboard boxes that are often used to store books in bulk.] So they're all mixed together. There's no way to put the book back together or anything. Where I worked, primarily they would bring us boxes of books, or sometimes there's shuttles of books.

What kind of books?

All kinds of books. When we first started a lot of them were brand new. Some of them are used as well. Like you could tell, they were liquidated from a library or something like that. We were even getting boxes of stuff from London. There were a lot of books from the University of London. There was even like, I don't know what you would call them, but it was like kind of stapled together papers that said that they were presented to Parliament on the behalf of Her Royal Majesty the Queen. So they were like government documents. I don't know if they're public. Probably they're public, but it was just interesting that we found all that in there.

What did you think the books were for?

That's what we were wondering, and we were kind of like, ‘this is a lot of random information.’ They have literally any kind of book you could think of. They have ones in different languages. We saw a lot of German and Russian books, and we actually got whole pallets of Japanese books. Some of these books are brand new and they're like still sealed. A lot of the Japanese ones were, but yeah, we do get the stuff from the libraries, and that's the stuff I think is more mixed because they're not all nice in boxes and everything like that. They're kind of just thrown into the shuttle.

What was it like working there?

Our job was to unbox the books, and honestly, they seem like a mess over there. Like they're not really well managed or organized at all. Their process wasn't solid. Their process changed every day. But we were pretty much putting them in a tote [a small plastic stackable bin] so that they can go be scanned in and sorted, so that they can go over to the people to cut the bindings off.

They take them off the truck. The dock's right there, and then they stage them, which is just putting them on standby. People pick up the books and bring them to our station and we stack up the totes until it’s a whole pallet, and then the people with the pallet jacks come and they take the whole pallet.

And I think the next area, I think they call it receiving. What I've heard they do there is that they're scanning all the barcodes pretty much to see if they need it and just weed out duplicates. Something else they had us do was—we call it the trash but we don't we don't know exactly what they do with them—but one day we were taking all the duplicates and all the ones they said, “oh, we don't need these,” and we were throwing those in different shuttles. They're like yeeted in there, like they're not nicely placed in there or anything. And they say they're returning them to the vendors, but I'm like, you know, ‘do the vendors go through it and see which ones are actually worth it?’ Because it's like a tall shuttle that's probably six feet tall, six or seven feet tall. They're just piled in there. It’s also right next to where they start cutting the spines, and so I think right after that, that's where it's going [the trash].

What does it look like when they cut the spines off the books?

It's a machine people operate. Each of these machines is just like a little workstation, and there'll be one person at each of these stations. It's really safe because it has a little cover and it has a little area where you slide the book into, remove your fingers from the area, and then you press a button, and it just comes down and slices it. And then you remove the books after the blade is gone.

After they cut the spines they have these kind of library carts, kind of like how you would stack books, but instead, it's a stacks of paper and little cardboard things to separate—I'm guessing— the different books.

I saw the pages being thrown in a shuttle after they were scanned. We were walking by and we went over to one of the shuttles and looked into it because we could tell they were throwing the old books in it or the cut books in it, and it's just a bunch of loose paper like just sheets thrown in there.

Did you see the scanners?

They probably have like at least 20 scanners, maybe 25. They look like machines that count cash, it flips through the pages really fast. It kind of has something like that they load it into, and I can see their screens, and on their screens, you can see the scans of the book, and it's going really fast.

What do you think about Amazon doing this?

At first what they were telling people is that it was for Kindles, but I just didn't believe that. I instantly was like, I don't think that's how they do it because of publication rights and stuff, copyright and everything. Then I saw it was for AI. I don't like it only because I wish I could take these books. There's so much knowledge and so much stuff in them and some of them look like they might be rare, and I've heard that they order rare books, and that's why I say some of these are so obscure. I definitely don't like the idea that they can't be reused or anything like that afterwards. They're reducing the amount of available copies for other people.


We placed a tracking device in a shipment of rare books to see which AI company was buying it, and found an Amazon facility where Amazon scans and destroys books.#AI #Amazon #Books

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Here's how to opt out of Twitch's new generative AI training setting.#twitch #Amazon #GenerativeAI #AI


Twitch is Mining Peoples' Streams to Train Amazon's AI


Twitch is going to train Amazon’s AI models on streamers’ content unless they deliberately go into their settings and opt out, potentially sweeping up a wealth of streamers who either don’t hear about the announcement or follow steps stop it.

On Wednesday Twitch announced a new setting that lets streamers opt-out of the training. The announcement confirms rumors that have percolated over the last week: It is using streamers to train Amazon’s AI models.

The new toggle says, "Allow your channel content to train generative AI content models at Amazon." All users are opted in by default. It's located at the bottom of users' security settings page.

"If you opt-out and decide to not allow your channel content to train Generative AI content models, your streams, VODs, clips, stream chats, and pictures and text on your channel will not be used in future training of a model developed by Amazon whose purpose is to generate or synthesize text, audio, images, or video," Twitch, which is owned by Amazon, says in its new FAQ section about generative AI.

"Opting-out of training generative AI content models does not opt you out of all AI or machine learning uses at Twitch," Twitch's support page says. "For example, Twitch will still run AutoMod, which helps keep our community safe, but does not retain your data and use it to produce content. Twitch may also still use your data to run AI-supported features, like captions, which automatically generate captions for your Clips but does not retain your stream or your clips to train a model that can generate new content."

Twitch is positioning this setting as a favor to users. "We've added a setting that lets you opt out of having your channel content used to train generative AI content models across Amazon," the platform posted on X Wednesday. In practice, Twitch makes this choice for users unless they know about the new setting and proactively turn it off. This was the case on my own Twitch account, and users on social media are reporting the same.

Twitch executives have been talking about using streamers' content to train AI for years. In 2024, Twitch Chief Monetization Officer Mike Minton said Twitch has a “role to play” in training Amazon's generative AI models, adding that Twitch content was already being used “in a prototyping, not in any kind of production scale, capacity.”

Amazon did not immediately respond to a request for comment. Twitch's publicly available press email repeatedly bounced.


"Sorry to brands like WNPETHOME, EHEYCIGA, YXYL, LU&MN, JOYIN, TOMY, GODONLIF, YOOJEE, LINGTENG, LANEIGE, VISCOO, BIODANCE, COOFANDY, BALENNZ, TOSY, and LUENX."#Amazon


'Knockoff' Browser Extension Hides Sketchy Brands on Amazon


A software developer made a Chrome and Firefox extension called Knockoff that automatically hides, grays out, or filters products from sketchy brands on Amazon, which highlights just how many shady brands are on the platform and how commonly they show up on searches for basic items.

In just a few minutes of using the extension, Knockoff dimmed product listings for screwdrivers made by “SUNHZMCKP,” spoons made by “SACATR,” and a lamp made by “ROTTOGOON.” In a tweet announcing the extension, developer Josh Pigford wrote “Sorry to brands like WNPETHOME, EHEYCIGA, YXYL, LU&MN, JOYIN, TOMY, GODONLIF, YOOJEE, LINGTENG, LANEIGE, VISCOO, BIODANCE, COOFANDY, BALENNZ, TOSY, and LUENX.” The extension can also hide all sponsored product listings. The extension quickly went viral as a much-needed filter for people who still use Amazon and, for those who don’t use Amazon because of its horrendous labor practices and other concerns, it is evidence of what an incredible wasteland the platform has become.

In a video call, Pigford told me that he had been thinking about making Knockoff for a while but that he finally decided to do it last weekend. “I was cutting the grass and about to get my trimmer out to do some weed eating, and it wouldn’t crank. So I decided to get some specific tools, and I searched for them and was like ‘What are these brands? Am I going insane?’ I just wanted something from a common brand or something I was familiar with,” he said. “I was like ‘man, I’ve gotta build something.’”

Pigford said that Knockoff is essentially building a list of brands to allow or not allow, and that it uses several different criteria to do this, including looking at the names of the brands: “Basically number of consonants, number of vowels, how they are grouped together, whether they’re in all caps or not,” he said. This means that brands like “EHEYCIGA” will be automatically added to the filter list. But the list of blocked brands is intended to be determined by its community of users, and any user can ask the extension to allow or block any specific brand for themselves. The project builds on previous similar attempts to highlight sketchy brands on Amazon, including one called AmazonBrandFilter and The Markup’s Amazon Brand Detector. The extension also allows anyone who has downloaded it to report potentially sketchy brands and to report brands that have been accidentally flagged as knockoffs.

The extension runs locally and doesn’t require an account to use, and doesn’t send data back to any server. It is free. “I stand to benefit nothing directly economically, it’s a nice little tool I wanted to make,” Pigford said.

Knockoff is pretty useful whether you use Amazon or not. For those who don’t use Amazon, it highlights a problem repeatedly shown by Joe Biden’s Federal Trade Commission in an antitrust lawsuit against the company, which is that much of Amazon is pay-to-play, with brands needing to buy ads or placement boosts in order to be featured at the top of search results. The platform has also become an algorithmic and financial race to the bottom, with companies stealing others’ designs, jamming their product pages with keywords that will perform well in search, and creating fly-by-night brands to try to end up at the top of search results.

“There was somebody who sent me a screenshot from using the extension and the first 20 items or something were all grayed out. Like there were all these knockoff brands before they could find a legitimate item,” Pigford said. “It’s like, OK, that about sums it up.”

“I think people want control over what it is that they're seeing on the internet,” he added. “This sort of gives some control back to just getting everything shoved in your face. It’s like fighting back against the algorithm to some extent.”


A new software update is turning off the AC in Amazon delivery vans after 10 minutes or 30 seconds under certain conditions.#News #Amazon


Software Update Automatically Turns off Amazon Delivery Drivers’ AC During Dangerous Summer Heat


A software update to some Amazon delivery vehicles is automatically turning off the air conditioning after a few seconds if the driver is not in their seat, according to multiple Amazon delivery drivers who are complaining about the update online.

According to Amazon delivery drivers, the new update is for the Amazon EDV (electric delivery vehicle), the custom-built Rivian van. Delivery drivers say that this update automatically turns off the air conditioning in the van if the driver is not in the vehicle for more than 30 seconds. Drivers are complaining about the update as the start of the summer season, which can be particularly difficult and dangerous for delivery drivers.

“As many of you are aware, the EDVs just got a software update where if you are out of your seat for 30 seconds with the side door open, the AC switches off,” one Amazon delivery driver said in an online forum for drivers. “We all hate this obviously.”

When reached for comment an Amazon spokesperson said that the premise of my questions to the company was inaccurate, but conceded that the van will turn off the AC after 30 seconds under certain conditions that are commonplace during Amazon delivery shifts.

“Rivian recently released a software update for Electric Delivery Vehicles that actually extends climate control for drivers,” the Amazon spokesperson said. “As a result, the AC now runs for up to 10 minutes after a driver exits the vehicle, ensuring a cool cabin when they return. The timer resets at every stop. The AC only shuts off if the driver sliding door is left open for more than 30 seconds — a battery conservation measure.”

Amazon delivery drivers discussing the update online say that they are getting in and out of the van so frequently, and are spending most of their time out of the van delivering packages, that the update makes it harder to keep the van cool.

“Thing is we are up and about waaaay longer than we are driving so the ac turns off and when it turns on again we are already getting up before im the air is even cold,” one driver said. “It effectively made the ac not work and those vans get hot as fuuuck.”

"Every Amazon-branded vehicle is air-conditioned—a feature that exceeds the industry standard—and if the air-conditioning isn’t working in a vehicle, that vehicle is taken out of service immediately," the Amazon spokesperson said. "They also have cooling seats for drivers. This update was intentionally timed ahead of summer to improve driver comfort during the hottest months of the year. Driver safety and comfort in extreme temperatures remains a priority. If drivers have questions about this change, they should touch base with the DSP they work for - as details about this change were shared with them."

Older delivery trucks may not have air conditioning or have air conditioning that breaks often. Delivery drivers for UPS, who are represented by the Teamsters union, negotiated a heat safety agreement with the company in 2023. Amazon has publicly outlined its strategy for keeping all its workers, including delivery drivers, safe during the heat, including using an app to ask drivers to take 10-minute break from the heat by resting in a cool place and drinking water, but Amazon delivery drivers are managed by a nationwide network of subcontractors who drivers say don’t always maintain those standards.

As you’ve probably seen in your own neighborhood, delivery drivers will often park their vans wherever they can and deliver packages to multiple addresses on the same block. Amazon automatically turning off the air conditioning while they are out of the van delivering packages means the van can get hot again by the time they get back. As Amazon delivery drivers have to make frequent stops, it’s not hard to imagine why drivers would complain about Amazon automatically shutting down the AC, which makes it more difficult to cool down between stops.


Amazon employees have a Slack channel for memes where the mock and commiserate about the company’s faulty AI coding product.#News #AI #Amazon


'Sloppenheimer:' Amazon Employees Mock the Company’s AI on Slack


Amazon founder Jeff Bezos believes that artificial intelligence is going to lead to unprecedented productivity gains which could result in cheaper food, housing, and two income households deciding that they no longer need two incomes. Internally, Amazon employees mock the company’s AI tools, refer to its output as “slop,” and joke about the company’s failed attempt to motivate employees to use AI tools effectively.

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An example of AI attempting to summarizing nuanced reviewed of Hitler's Nazi manifesto turned into an example of algorithms eating themselves.

An example of AI attempting to summarizing nuanced reviewed of Hitlerx27;s Nazi manifesto turned into an example of algorithms eating themselves.#AI #Amazon #Google