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Amazon shelves Blue Jay warehouse robot

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Amazon shelves Blue Jay warehouse robot

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Amazon made a lot of noise in October when it unveiled Blue Jay, a multi-armed warehouse robot built to speed up same-day deliveries. Just months later, the company quietly ended the program.

The robot’s core technology will live on in other projects. Still, Blue Jay itself is done.

That sudden shift raises an important question. If one of the world’s most advanced logistics companies cannot make a high-profile robot work at scale, what does that say about the future of artificial intelligence (AI) in the real world?

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Blue Jay was designed as a ceiling-mounted robot that could sort and handle multiple packages at once to speed up same-day delivery. (Amazon)

What Blue Jay was supposed to do

Blue Jay was not a simple conveyor belt upgrade. It was a ceiling-mounted system designed to recognize and sort multiple packages at once. Using AI-powered perception models, the robot could:

  • Identify packages in motion
  • Coordinate several arms at the same time
  • Manipulate items with speed and precision

Amazon said it developed the system in under a year. That pace alone was impressive. The goal was clear: move more packages faster while reducing strain on workers in same-day fulfillment centers. On paper, that sounds like a win for everyone.

Why Blue Jay ran into trouble

Despite the hype, Blue Jay faced steep engineering and cost challenges. First, the robot was mounted to the ceiling. That design required complex installation and tight integration into Amazon’s Local Vending Machine warehouses. Those facilities operate as massive, single structures with automation baked into the building itself.

There was little room to reconfigure hardware once installed. That rigidity likely became a liability. In software, AI can pivot overnight with a code update. In the physical world, changing course means retooling steel beams, motors and entire layouts. That takes time and serious money. Several employees who worked on Blue Jay have already moved to other robotics projects.

The company reportedly continues to experiment and improve its warehouse systems. The technology behind Blue Jay will, in fact, inform future designs. In other words, the robot failed. The ideas did not.

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WAYMO’S CHEAPER ROBOTAXI TECH COULD HELP EXPAND RIDES FAST

Engineering complexity and high installation costs limited how easily Blue Jay could scale inside Amazon’s tightly integrated warehouse system. (Amazon)

From LVM to Orbital: A strategic shift

Amazon’s next move centers on a new warehouse architecture called Orbital. Unlike the older Local Vending Machine model, Orbital is modular. It can be built from smaller units and deployed faster in different layouts.

That flexibility matters. Retail is fragmenting. Customers expect same-day delivery from urban hubs, local stores and even grocery locations. Orbital could allow Amazon to place micro-fulfillment centers behind retail stores, including Whole Foods locations. That would help it compete more directly with Walmart, which already has a strong grocery footprint.

Alongside Orbital, Amazon is developing a new robotics system called Flex Cell. Unlike Blue Jay’s ceiling mount, Flex Cell is expected to sit on the floor.

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That small design change signals something bigger. Amazon appears to be moving from massive centralized automation to smaller, adaptable systems built for the unpredictable realities of local retail.

What this means for your deliveries

If you order from Amazon regularly, you might wonder whether this affects you. In the short term, probably not. Your packages will still show up. Same-day and next-day delivery remain core priorities. However, the long-term story is more interesting. Amazon’s robotics strategy shapes how fast your order arrives, how much you pay and how local warehouses operate in your community.

If Orbital works, you could see:

  • Faster delivery from smaller neighborhood hubs
  • Better handling of chilled and perishable items
  • More automation in retail backrooms

If it struggles, same-day expansion could slow or become more expensive. That tension reflects a broader truth about AI. Writing code is one thing. Teaching a robot to lift boxes in a real warehouse without breaking down is another.

AI TRUCK SYSTEM MATCHES TOP HUMAN DRIVERS IN MASSIVE SAFETY SHOWDOWN WITH PERFECT SCORES

After only a few months, Amazon discontinued the Blue Jay program while continuing to reuse parts of its underlying robotics technology. (Amazon)

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The gap between AI hype and hardware reality

Blue Jay highlights a growing divide in the tech world. AI in software is moving at lightning speed. Chatbots, image tools and predictive systems evolve weekly.

Hardware is different. Robots must deal with gravity, friction, heat and unpredictable human environments. Every mistake has a physical cost.

Amazon’s course correction shows that even tech giants hit limits when translating AI breakthroughs into moving metal. That does not mean automation is slowing down. It means the path is bumpier than the headlines suggest.

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Kurt’s key takeaways

Amazon shelving Blue Jay is not a retreat from robotics. It is a recalibration. The company is betting that modular, flexible systems will win over massive, tightly integrated machines. That shift could define the next era of e-commerce logistics. For you, the promise remains the same: faster delivery, better availability and more local convenience. But behind that promise is a complicated dance between AI ambition and real-world constraints.

If even Amazon struggles to make advanced robots work at scale, how much of the AI revolution is still more vision than reality? Let us know by writing to us at Cyberguy.com

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6 in 10 identity crimes now begin with a new account

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6 in 10 identity crimes now begin with a new account

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For years, two women in Bremerton, Washington, opened credit cards and lines of credit in other people’s names, working from documents they pulled out of stolen mail. Emily Vranic and Heather Marquis redirected the new accounts’ statements to an address they controlled, so no bill ever reached the victims. They pleaded guilty in federal court this month to bank fraud and aggravated identity theft in a scheme prosecutors say stole nearly $229,000 from banks and bank customers.

If you have ever worried about a credit card opened in your name, this case shows how quickly stolen mail can turn into a much bigger identity theft problem. Opening a new account is the leading form of identity misuse reported to the Identity Theft Resource Center. In its latest data, 62.1% of attempted misuse cases began with a new account application rather than the takeover of an account the victim already held.

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WARNING SIGNS YOUR MAIL HAS BEEN FRAUDULENTLY REDIRECTED

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A credit card opened in your name can start with stolen mail, exposed personal details or documents pulled from the trash. (Nastasic/Getty Images)

How stolen mail helped thieves open credit cards

When people picture an account opened in their name, they may imagine a checking account at a bank they have never set foot in. The more likely target is a credit card. Credit cards made up 41% of attempted account misuse reported to the ITRC last year. Checking accounts came to 17.7% and personal loans to 8.5%.

A credit card is one of the easier accounts to open in someone else’s name, and the reason is in how the application is cleared. A lender matches the submitted name, date of birth, address and Social Security number (SSN) against the bureau file. When those details fit a record that already exists, an automated system can approve the application with no one confirming that the applicant is the person being described. Assemble enough of someone’s information from breaches and stolen mail, and the check clears.

Why identity thieves rarely stop at one account

Vranic and Marquis did not stop at one account per victim. Once they controlled someone’s identity, they activated existing cards, opened new credit lines and moved money out of bank accounts tied to the same name.

This is common. The ITRC found that 25.6% of victims are now handling two or more identity incidents at once, up from 23.5% the year before. The same stolen details, including name, date of birth, address and SSN, can open the next account as easily as the first.

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DON’T LET THIS CREDIT CARD FRAUD NIGHTMARE HAPPEN TO YOU

A fraudulent credit card may stay hidden for weeks if statements and notices are sent to an address controlled by the thief. (Kurt “CyberGuy” Knutsson)

Why weeks can pass before you learn about the account

A new account does not announce itself. It reaches your credit report only after the first statement closes, which puts the first record 30 to 60 days behind the opening. Banks report to the bureaus monthly, and the bureaus need up to two weeks more to post the change.

The first paper notice goes wherever the application is listed. Vranic and Marquis had the statements mailed to their own address, not the victims’. When the mail reaches the right house, it may read like a routine offer or a card no one ordered, which makes it easy to set aside.

By the time a denied loan or a collections call makes the account impossible to ignore, it has been open and drawing money for weeks.

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WHY THAT $4 CHARGE ON YOUR STATEMENT COULD BE FRAUD

Freezing your credit, watching for new accounts and acting quickly can help limit the damage if your identity is used. (Kurt “CyberGuy” Knutsson)

What to do if a credit card appears in your name

Move quickly, because every day an account stays open gives a thief more time to spend money, damage your credit or try the same information somewhere else.

1) Contact the card issuer immediately

Call the credit card company or lender that opened the account and tell them the account is fraudulent. Ask them to close or freeze the account, stop any pending charges and send written confirmation that you are not responsible for the debt.

2) Start at IdentityTheft.gov

Go to IdentityTheft.gov. The Federal Trade Commission’s site generates an Identity Theft Report and recovery plan to help you report identity theft, limit the damage and fix your credit.

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3) File a police report if a creditor asks for one

Your FTC Identity Theft Report is usually the key document for disputing fraudulent accounts. Some lenders, banks or debt collectors may also ask for a police report. If that happens, file one with your local police department and keep a copy for your records.

4) Save every document and confirmation number

Keep copies of account statements, collection letters, emails, dispute letters, FTC reports, police reports and confirmation numbers. A clear paper trail can make it easier to prove the account was fraudulent if a creditor, credit bureau or debt collector questions your claim.

5) Dispute the account in writing

Dispute the fraudulent account directly with the lender that opened it, in writing. Also dispute it with Equifax, Experian and TransUnion if it appears on your credit reports. Under the Fair Credit Reporting Act, companies that furnish information to credit bureaus have a duty to investigate disputed information.

6) Freeze your credit at all three bureaus

Place a freeze at Equifax, Experian and TransUnion to help block the next application. Freezes have been free since 2018 and can be lifted online when you need to apply for credit.

7) Add a fraud alert

A credit freeze blocks access to your credit file. A fraud alert tells lenders to take extra steps to verify your identity before opening new credit in your name. You only need to contact one of the three major credit bureaus to place a fraud alert, and that bureau must notify the other two.

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8) Report suspected mail theft

If you believe stolen mail helped someone open the account, report it to the U.S. Postal Inspection Service, the law enforcement arm of the Postal Service. You can report mail theft, identity theft, fraudulent change-of-address requests, fraudulent mail holds and fake Informed Delivery accounts at mailtheft.uspis.gov.

9) Request an IRS Identity Protection PIN

If your Social Security number was used, request an IRS Identity Protection PIN at irs.gov/ippin. This helps keep a thief from filing a tax return in your name.

10) Change passwords and lock down your accounts

Change the passwords on your bank, credit card and email accounts, especially if your email address was part of the fraud. Use a password manager to create and store strong, unique passwords for each account, so one exposed password cannot unlock the rest of your financial life. Turn on two-factor authentication (2FA) where available. Then review recent transactions, saved payment methods and automatic payments for anything you do not recognize. 

11) Get help cleaning up the damage

Cleaning up identity theft can mean dealing with creditors, credit bureaus, debt collectors and repeat follow-ups. Keep copies of every report, dispute letter, confirmation number and account closure notice so you have a clear paper trail if the fraud resurfaces.

No service can prevent every account opened in your name. Continuous three-bureau credit monitoring may alert you to new accounts as they are reported, rather than weeks later when a lender turns you down or a collections notice arrives. See my tips and best picks on Best Identity Theft Protection at Cyberguy.com

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Kurt’s key takeaways

A stolen credit card account can quietly grow into a much bigger identity theft mess before you ever see a bill. That is what makes this Washington case so alarming. The victims were not ignoring warning signs. The statements were being sent somewhere else. The best move is to make it harder for thieves to open the next account. Freeze your credit at Equifax, Experian and TransUnion, watch for hard inquiries and check your credit reports for accounts you do not recognize. If something appears, go straight to IdentityTheft.gov, file a report and dispute the account in writing with the lender. Credit monitoring can also give you a faster heads-up when a new account or inquiry hits your file. It will not stop every scam, but it can shorten the time between the fraud starting and you finding out.

Have you ever found a credit card, loan or account on your credit report that you did not open? Let us know how you discovered it and what it took to fix it by writing to us at Cyberguy.com

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Valve is so behind on Steam Controller orders that some won’t ship until 2027

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Valve is so behind on Steam Controller orders that some won’t ship until 2027

Valve has some good news and bad news about Steam Controllers. The good news: if you make a reservation for a Steam Controller, the company will now show you one of three estimates of when you’ll be able to actually order your gamepad: by September 2026, by December 2026, or sometime in 2027. The bad news: any reservations made today “indicate a 2027 date for shipping,” Valve says.

“We have no plans to stop making Steam Controller,” according to Valve. “But as we look at the current demand compared to how many we know we can make by the end of the year, we want to manage expectations as much as we can with regards to when folks can expect to receive their order.”

Valve’s very good new Steam Controller went on sale in early May, and the initial rush led some people to run into frustrating problems with trying to check out ahead of the controllers eventually going out of stock. A few days later, the company announced that it would be implementing a reservations queue for interested buyers so they could get on a waitlist. If you’re on the waitlist, when you get notified that a Steam Controller is ready for you to buy, you have 72 hours to actually make the order.

“When we launched Steam Controller last month, we quickly saw that initial demand exceeded our expectations,” Valve says. “Switching to a reservation queue has (hopefully) cut down on the headaches on the customer side, and for us it’s also been helpful as we plan ahead and try to get as many out as quickly as we are able.”

All three of Valve’s big hardware products were delayed from a planned early 2026 launch because of the component crisis, Valve still hasn’t announced when the Steam Machine PC or Steam Frame VR headset might go on sale. However, just yesterday, Valve officially launched its big SteamOS 3.8 update with support for the Steam Machine. It’s also been importing a lot of hardware into the US as of late.

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McDonald’s AI drive-thru may take your next order

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McDonald’s AI drive-thru may take your next order

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The next time you pull up to a McDonald’s drive-thru, the voice taking your order may not be human. McDonald’s is testing a new AI-powered system called ArchIQ at five U.S. locations. The company has not said where those restaurants are located. The voice assistant, nicknamed Archy, can take drive-thru orders and has shown it can handle both English and Spanish.

For anyone who has repeated “no pickles” into a speaker box more than once, this could sound helpful. However, if you remember McDonald’s last AI drive-thru experiment, you may also wonder whether your burger order could somehow turn into a bag full of surprise McNuggets.

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WOULD YOU EAT AT A RESTAURANT RUN BY AI? 

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McDonald’s is testing an AI drive-thru system called ArchIQ at five U.S. restaurants. (Kurt “CyberGuy” Knutsson)

 

What is McDonald’s AI drive-thru?

ArchIQ is McDonald’s new AI system for restaurants. It can take drive-thru orders and also help with operations behind the scenes.

In a post on X, McFranchisee, an anonymous McDonald’s franchisee account, said the system is currently in five test stores and has processed more than one million transactions. The account also said about 90% of orders were completed without a human stepping in. That number sounds promising. Still, McDonald’s has not confirmed a nationwide launch date. For now, this remains a limited test.

The system also appears to connect with a bigger McDonald’s plan called “McDonald’s > NEXT.” CEO Chris Kempczinski described the strategy as a way to bring in more customers and improve restaurant productivity. The plan also includes menu changes, restaurant redesigns, technology upgrades and more focus on hospitality.

 

Why McDonald’s is testing AI ordering

Drive-thrus can get chaotic fast. Someone changes an order after the total appears. A child calls out from the back seat. Road noise makes the speaker hard to hear. Then the driver remembers the extra sauce after everything has already gone through. That is the type of pressure McDonald’s wants AI to handle.

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If ArchIQ works well, it could help restaurants move cars through the line faster. It may also reduce mistakes during busy hours. Workers could then focus more on preparing food, handling payments and helping customers who need a real person.

ArchIQ also appears to have a management role. In the same X post, McFranchisee described Archy as a tool that could alert managers to bottlenecks or other issues before they slow down operations. 

STARBUCKS USES CHATGPT TO SUGGEST DRINKS BASED ON MOOD AS EXPERT WARNS OF HIDDEN DOWNSIDES

The AI assistant, nicknamed Archy, can take drive-thru orders and may also help managers spot restaurant slowdowns. (McFranchisee)

 

McDonald’s tried AI drive-thru ordering before

This new test follows McDonald’s earlier AI drive-thru experiment with IBM. That program involved more than 100 restaurants. McDonald’s ended the test in 2024 after customers complained about order accuracy. Some mistakes also went viral, creating an embarrassing moment for McDonald’s and raising questions about whether the technology was ready for the drive-thru. Customers reported wrong items, strange quantities and other order mix-ups. That history is why this new test will get extra attention.

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This time, McDonald’s is working with Google technology. McFranchisee also claimed every McDonald’s in the U.S. is getting Google Edge Cloud hardware in anticipation of the rollout. McDonald’s seems to believe the newer system can perform better than the last one. The real test will come when regular customers use it during real drive-thru rushes.

 

How McDonald’s AI drive-thru could help customers

If McDonald’s gets this right, the most obvious benefit is speed. An AI ordering system does not get tired during a long shift. It may also help more customers order in the language they prefer. That could make a busy drive-thru feel less frustrating, especially during breakfast or late-night hours.

The system may also ask clearer follow-up questions and catch missing details before the order reaches the kitchen. That would be a win for customers who want to get in, get their food and get on with the day.

 

The biggest problem with AI drive-thru orders

The biggest concern is accuracy. AI can still misunderstand people. That gets frustrating fast when you are trying to grab lunch between errands or get your kids fed from the back seat. A wrong order wastes time. It also puts workers in the position of fixing a mistake the machine made.

There is also the customer service side. Some people like hearing a real person at the speaker. Others may find an AI voice cold or annoying, especially if the system gets confused.

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Then there is the privacy question. If an AI system takes your order, customers may wonder what gets collected, how long it is kept and who can access it. McDonald’s has not publicly explained those specifics for this current ArchIQ test.

ALEXA+ LETS YOU ORDER FOOD LIKE A REAL CONVERSATION

A drive-thru menu board stands outside a McDonald’s restaurant in Hercules, Calif., on Oct. 23, 2024, amid an E. coli outbreak linked to onions in Quarter Pounder sandwiches that has sickened dozens and killed one person across the U.S. (David Paul Morris/Bloomberg via Getty Images)

 

How to avoid AI drive-thru mistakes

Before you leave the drive-thru, take a moment to check the order screen. Make sure the items match what you said. Listen when the system repeats your order. Keep your receipt until you confirm the food is right.

Also, avoid sharing extra personal details at the speaker box. Your order should only require your food choices and payment.

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If the AI gets confused, ask for a crew member. You do not need to keep going back and forth with a machine over fries.

 

What this means for you

For now, you probably will not notice a change at your local McDonald’s. The ArchIQ test appears limited to five U.S. restaurants, and the company has not said when it could expand.

Still, this gives customers a preview of where fast food may be heading. AI could soon play a bigger role in how restaurants take orders and manage the kitchen. That may speed up the line, though it could also make the experience feel less personal.

 

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Kurt’s key takeaways

McDonald’s clearly wants AI to play a bigger role in its restaurants. From a business point of view, the idea makes sense. Shorter drive-thru lines could help franchisees and customers. Better restaurant data could also help managers fix problems faster. But I still want the human backup. Food orders can be messy because people are messy. We change our minds. We talk over each other. We forget the extra ketchup until the last second. AI may handle much of that one day. For now, I would treat it like any busy drive-thru interaction. Speak clearly. Check the order. Do not pull away until you know your food is right.

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Would you trust an AI voice to take your McDonald’s order, or do you still want a real person on the other end of the speaker? Let us know by writing to us at Cyberguy.com

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