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The Guardian
theguardian.com › commentisfree › 2024 › apr › 10 › amazon-ai-cashier-less-shops-humans-technology
So, Amazon’s ‘AI-powered’ cashier-free shops use a lot of … humans. Here’s why that shouldn’t surprise you | James Bridle | The Guardian
April 16, 2024 - A small grocery store like the Amazon Fresh shops might have half a dozen staff. Assuming all of them were on full wage (unlikely) and all of them were on the lowest wage (ie not managers), the average individual salary would be about £20k and the annual wage bill would be about £130k. When this work is outsourced via video cameras, it is passed to data labellers. Amazon’s remote data labellers might be paid one or two pounds an hour, if they are lucky.
Discussions

Amazon Ditches 'Just Walk Out' Checkouts - which relied on more than 1000 people in India watching you as you shopped
Wait, I thought they had pitched it on being done by AI. The fact that this is how it worked is shady as hell and dishonest. More on reddit.com
🌐 r/Cyberpunk
119
1117
April 2, 2024
Self Check-Out: Possible Scam
Probably a mistake, but it could be a scam. People come up with new stuff all the time, constantly. More on reddit.com
🌐 r/Scams
49
110
April 7, 2026
The Latest Self Checkout Scam
I'm not sure if this makes more sense than just walking out. More on reddit.com
🌐 r/HEB
172
462
April 9, 2024
Self checkout theft?
They don’t even bother getting to the self check out at Sainsbury’s on Broad Street, they just bolt out of the shop. More on reddit.com
🌐 r/brum
48
20
July 26, 2024
People also ask

Can self-checkout kiosks detect theft automatically?
Self-checkout kiosks can’t automatically detect every type of theft. However, kiosk software can be paired with video security to help flag potential theft. It identifies patterns in unusual customer behavior and automatically notifies managers of potential shoplifters.
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avigilon.com
avigilon.com › home › blog › preventing self-checkout theft
Self-Checkout Theft: How it Happens and 10 Prevention Strategies
How long do self-checkout kiosks store video footage?
Most self-checkout kiosks in retail will store video footage for 30 – 90 days. However, times can vary according to store policy, including requirements for internal investigations or law enforcement requests.
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avigilon.com
avigilon.com › home › blog › preventing self-checkout theft
Self-Checkout Theft: How it Happens and 10 Prevention Strategies
What types of stores are most vulnerable to self-checkout theft?
Self-checkout theft statistics suggest that big-box retailers are the most vulnerable. Mass merchandisers see the most goods stolen through self-checkout systems.
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avigilon.com
avigilon.com › home › blog › preventing self-checkout theft
Self-Checkout Theft: How it Happens and 10 Prevention Strategies
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Solink
solink.com › home › self checkout safety measures to take in your store
Self checkout safety measures to take in your store
June 24, 2026 - By pairing video with POS data, you can quickly find and review high-risk transactions. To see how Solink improves the security of your self checkouts, sign up for a demo today. The common theft techniques at self-checkouts include the “banana trick,” where customers ring up more expensive items as cheaper ones; “pass around,” where patrons bypass the scanner; and “switcheroo,” where shoplifters swap barcodes or tags. Grocery stores can enhance security by providing attentive customer service, utilizing security scales to detect weight discrepancies, installing cameras directly above the self-checkout, and employing AI video analytics software to identify suspicious behavior.
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YouTube
youtube.com › watch
The Epic Scam of Self Checkout - YouTube
Let's explore the history of the grocery store and how self checkout machines are really just a big huge scam played upon consumers.Thank you for stopping by...
Published: March 13, 2024
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YouTube
youtube.com › watch
DECEPTIVE PRICING EXPOSED — Hidden Grocery Store SCAM You’re Not Supposed to See! - YouTube
Are grocery stores quietly scamming us at checkout? In this video, I expose how deceptive pricing and underweight food packaging are ripping off millions of ...
Published: October 20, 2025
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WITL
witl.com › self-checkout-scam
Michigan Grocery Scam Targets Self-Checkout Users
July 29, 2025 - New scam at Michigan self-checkouts tricks customers into overpaying. Find out what to watch for and how to stay safe.
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Avigilon
avigilon.com › home › blog › preventing self-checkout theft
Self-Checkout Theft: How it Happens and 10 Prevention Strategies
July 24, 2026 - Exit gates integrate with visual analytics from cameras and scanners in the self-checkout area. They verify that items, especially those with security tags, have been properly scanned and purchased. If an item hasn’t been registered, the system triggers the gate to lock automatically.
Find elsewhere
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Reddit
reddit.com › r/cyberpunk › amazon ditches 'just walk out' checkouts - which relied on more than 1000 people in india watching you as you shopped
r/Cyberpunk on Reddit: Amazon Ditches 'Just Walk Out' Checkouts - which relied on more than 1000 people in India watching you as you shopped
April 2, 2024 -

“Just over half of Amazon Fresh stores are equipped with Just Walk Out. The technology allows customers to skip checkout altogether by scanning a QR code when they enter the store. Though it seemed completely automated, Just Walk Out relied on more than 1,000 people in India watching and labeling videos to ensure accurate checkouts. The cashiers were simply moved off-site, and they watched you as you shopped.”

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Johnny Jet
johnnyjet.com › home › authorities warn of a new scam at grocery store self checkouts
Authorities Warn of a New Scam at Grocery Store Self Checkouts -
April 6, 2024 - CBS News in Minnesota ran a piece recently, showing viewers how to distinguish between a credit card machine that has a skimmer attached and one that doesn’t. Watch the video below to see the difference:
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Sirix Monitoring
sirixmonitoring.com › sirix monitoring › self-checkout theft techniques: best ways to prevent theft
Self-Checkout Theft Techniques: Best Ways to Prevent Theft
July 22, 2026 - Stores can safeguard against theft at checkout, employee theft, and loss with AI-powered remote video monitoring and the help of a leading security operations center.
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Reddit
reddit.com › r/scams › self check-out: possible scam
r/Scams on Reddit: Self Check-Out: Possible Scam
April 7, 2026 -

I went to the self checkout at Walmart, and someone had already scanned their Walmart account info in the self checkout machine and left without scanning any items. I scanned my items like normal, and was about to request a digital receipt when I noticed that the receipt would be sent to the scammer’s phone number, not mine. I called the attendant over and she cleared it for me.

It occurred to me that someone could enter their info into the self checkout, have a receipt sent to their phone, then go and grab a high-value item from that receipt off of the shelves and “return” it to customer service for cash.

Has anyone encountered this? Am I missing something that would prevent the scammer from doing this?

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YouTube
youtube.com › watch
Woman’s $2,700 Self-Checkout Scam Blows Up in Her Face - YouTube
Thank you for watching and being part of Daily Dose of Crime! 💙💛🔔 Subscribe and turn on notifications so you never miss the next case:https://www.youtube....
Published: September 19, 2026
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Reddit
reddit.com › r/heb › the latest self checkout scam
r/HEB on Reddit: The Latest Self Checkout Scam
April 9, 2024 -

OK it's probably not the latest, but I hadn't seen it before:
Person checks all their groceries, presses the button to pay, and doesn't pay. They walk out.

We saw this happen in Lakeway last week. We were next in line to get a self checkout station. We got to the station and there were some steaks rung up and the system was sitting at the screen where it says to use the machine for payment.

We got assistance and the staff cleared those steaks off the computer, but not before practically patting us down to be sure we weren't the thieves. We understand, but it still felt yucky. We were not wearing baggy clothes or carrying backpacks. Husband was wearing skinny jeans and a t-shirt and not carrying a bag. I was wearing similar clothes and carrying my phone bag which isn't even big enough to fit my car key fob, which is on a caribiner clipped to the strap. IDK where they thought we could possibly hide steaks.

Last night we were back in the store to pick up a couple items for dinner and the one person working self-checkout was hovering, trying to maintain visibility of the payment part of each transaction. He wasn't singling us out, he was trying to watch all the stations to make sure people paid, while also providing assistance to whoever needed it. IDK how one person can manage that because the checkout stations aren't neatly lined up in a row, they're laid out in a square. He looked stressed out.

Anyway, I hope this isn't happening at your store too. Thieves suck!

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USA Today
usatoday.com › story › grocery › 2025 › 12 › 08 › self-checkout-theft-shoplift-increase › 87608261007
More shoppers admit to stealing from self-checkout. What do they take?
December 8, 2025 - "This is one of the reasons that some retailers are pulling back from self-checkouts and why others are putting more restrictions in place, such as video monitoring and increased staffing in the area," Saunders told USA TODAY.
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Hanwha Vision
hanwhavision.com › us › news-events › article › self-checkout-theft
The Rise of Self-Checkout Theft and How to Stop It
January 3, 2026 - 69% of users believe self-checkout makes theft easier. When the lane feels low-risk, more shoppers are willing to test boundaries, and repeat attempts become easier to justify. Retailers are tightening the lane. A consumer survey from NCR Voyix found that 42% of grocery shoppers say they've recently encountered a camera that detects missed scans and prompts them to try again.
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Washington Times
washingtontimes.com › home › news › business & economy
Amazon’s Just Walk Out stores relied on ‘1,000 people in I
May 6, 2024 - While Amazon’s Just Walk Out technology at its Fresh grocery stores was touted as being powered by artificial intelligence, a new report says it actually relied heavily on manual monitoring by some 1,000 people in India.
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Agilenceinc
blog.agilenceinc.com › how-to-identify-and-reduce-self-checkout-fraud-theft-and-abuse
How to Identify and Reduce Self-Checkout Theft and Fraud
October 29, 2020 - The ability to send automated alerts to store managers, or even directly to self-checkout attendants can allow them to investigate these suspicious transactions in near real-time. Self-checkout inherently comes with a certain amount of risk, but also offers a number of significant benefits to grocers.
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SeeChange
seechange.com › home › resources › self-checkout 2.0: revolutionizing retail security and the customer experience
Self-checkout 2.0: Revolutionizing retail security and the customer experience
June 4, 2026 - Vision AI proved itself in that highly structured shopping environment, enabling shoppers to self-correct with video-based alerts, reducing employee interventions and delivering new insight.
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Security 101
security101.com › blog › how-ai-video-analytics-stops-self-checkout-theft-and-retail-fraud
How AI Video Analytics Stops Self-Checkout Theft and Retail Fraud
November 19, 2025 - According to the National Retail Federation, retail shrink surpassed $112 billion in 2022, and nearly one in three incidents now involves some form of self-checkout manipulation. Traditional surveillance and human monitoring simply can’t keep pace with this trend.