Technology
New scam sends fake Microsoft 365 login pages
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Attackers have a new tool that targets Microsoft 365 users at a massive scale.
Security researchers say a phishing platform called Quantum Route Redirect, or QRR, is behind a growing wave of fake login pages hosted on nearly 1,000 domains. These pages look real enough to fool many users while also slipping past some automated scanners.
QRR runs realistic email lures that mimic DocuSign requests, payment notices, voicemail alerts or QR-code prompts. Each message routes victims to a fake Microsoft 365 login page built to harvest usernames and passwords. The kit often lives on parked or compromised legitimate domains that add a false sense of safety for anyone who clicks.
Researchers tracked QRR in 90 countries. About 76% of attacks hit US users. That scale makes QRR one of the largest phishing operations active right now.
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Attackers use fake Microsoft security alerts to trick people into entering their Microsoft 365 passwords. (Chona Kasinger/Bloomberg via Getty Images)
A fast follow to other major Microsoft credential attacks
QRR appeared soon after Microsoft disrupted a major phishing network known as RaccoonO365. That service sold ready-made Microsoft login copies used to steal more than 5,000 sets of credentials, including accounts tied to over 20 US healthcare organizations. Subscribers paid as little as $12 a day to send thousands of phishing emails.
Microsoft’s Digital Crimes Unit later shut down 338 related websites and identified Joshua Ogundipe from Nigeria as the operator. Investigators tied him to the phishing code and a crypto wallet that earned more than $100,000. Microsoft and Health-ISAC have since filed a lawsuit in New York that accuses him of multiple cybercrime violations.
Other recent examples include kits like VoidProxy, Darcula, Morphing Meerkat and Tycoon2FA. QRR builds on these tools with automation, bot filtering and a dashboard that helps attackers run large campaigns fast.
What makes QRR so effective
QRR uses about 1,000 domains. Many are real sites that were parked or compromised, which helps the pages pass as legitimate. The URLs also follow a predictable pattern that can look normal to users at a glance.
The kit includes automated filtering that detects bots. It sends scanners to harmless pages and sends real people to the credential-harvesting site. Attackers can manage campaigns inside a control panel that logs traffic and activity. These features let them scale up quickly without technical skill.
Security analysts say organizations can no longer depend on URL scanning alone. Layered defenses and behavioral analysis have become essential for spotting threats that use domain rotation and automated evasion.
Microsoft was contacted by CyberGuy for comment but did not have anything to add at this time.
HACKERS FIND A WAY AROUND BUILT-IN WINDOWS PROTECTIONS
Why this matters for Microsoft 365 users
When attackers get your Microsoft 365 login, they can see your email, grab files and even send new phishing messages that look like they came from you. That can create a chain reaction that spreads fast. This is why the steps below all work together to block these threats before they turn into something bigger.
Steps to stay safe from QRR and other Microsoft 365 phishing attacks
Use these simple actions to shrink the risk from fake Microsoft 365 pages and look-alike emails.
1) Check the sender before you click
Take a second to look at who the email is really from. A slight misspelling, an unexpected attachment or wording that feels off is a big clue the message may be fake.
2) Hover over links first
Before you open any link, hover your mouse over it to preview the URL. If it does not lead to the official Microsoft login page or looks odd in any way, skip it.
3) Turn on multifactor authentication (MFA)
MFA adds an extra layer adds an extra layer that makes it much harder for attackers to break in even if they have your password. Use options like app-based codes or hardware keys so phishing kits cannot bypass them.
4) Use a data removal service
Attackers often gather personal details from data broker sites to craft convincing phishing emails. A trusted data removal service scrubs your information from these sites, which cuts down on targeted scams and makes it harder for criminals to tailor fake Microsoft alerts that look real.
While no service can guarantee the complete removal of your data from the internet, a data removal service is really a smart choice. They aren’t cheap, and neither is your privacy. These services do all the work for you by actively monitoring and systematically erasing your personal information from hundreds of websites. It’s what gives me peace of mind and has proven to be the most effective way to erase your personal data from the internet. By limiting the information available, you reduce the risk of scammers cross-referencing data from breaches with information they might find on the dark web, making it harder for them to target you.
QRR hides its phishing pages across nearly 1,000 domains, making the fake login screens look convincing at first glance. (Microsoft)
Check out my top picks for data removal services and get a free scan to find out if your personal information is already out on the web by visiting Cyberguy.com.
Get a free scan to find out if your personal information is already out on the web: Cyberguy.com.
5) Update your browser and apps
Keep everything on your device up to date. Updates seal off security holes that attackers often rely on when building phishing kits like QRR.
6) Never click unknown links and use strong antivirus software
If you need to visit a sensitive site, type the address into your browser instead of tapping a link. Strong antivirus tools also help by warning you about fake websites and blocking scripts that phishing kits use to steal login details.
The best way to safeguard yourself from malicious links that install malware, potentially accessing your private information, is to have strong antivirus software installed on all your devices. This protection can also alert you to phishing emails and ransomware scams, keeping your personal information and digital assets safe.
Get my picks for the best 2025 antivirus protection winners for your Windows, Mac, Android and iOS devices at Cyberguy.com.
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7) Use advanced spam filtering
Most email providers offer stronger filtering settings that block risky messages before they reach you. Turn on the highest level your account allows to keep more fake Microsoft alerts out of your inbox.
8) Watch for login alerts
Turn on Microsoft account sign-in notifications so you get an alert anytime someone tries to access your account. To do this, sign in to your Microsoft account online, open Security, choose Advanced security options and switch on Sign-in alerts for any suspicious activity.
Strong sign-in alerts and phishing-resistant MFA help block these scams before criminals can take over your account. (Drew Angerer/Getty Images)
Kurt’s key takeaways
QRR is a reminder of how quickly scammers change their tactics. Tools like this make it easy for criminals to send huge waves of fake Microsoft emails that look real at first glance. The good news is that a few smart habits can put you a step ahead. When you add stronger sign-in protection, turn on alerts and stay aware of the newest tricks, you make it much harder for attackers to sneak in.
Do you think most people can tell the difference between a real Microsoft login page and a fake one, or have phishing kits become too convincing? Let us know by writing to us at Cyberguy.com.
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Technology
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.
Technology
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?
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.
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.
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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.
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.
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.
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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.
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.
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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Copyright 2026 CyberGuy.com. All rights reserved.
Technology
Midjourney goes from generating cat images to full-body ultrasound scans
Midjourney CEO David Holz just showed off the company’s first hardware product and plans to build a San Francisco spa, which he admitted is a bit different from the “cat pictures” produced by its AI image generator. Dubbed The Midjourney Scanner, it’s an ultrasound-based full-body scanner that uses a ring of sensors to capture vertical slices of the inside of your body, looking at the composition of your muscle, fat, bone, and organs to start. Holz said ideally, you could do this once a year or every single day, as it “aims for image quality comparable to MRI in many ways.”
He mentioned that one way he’d like to use it would be to see how his body changes in response to diet and workout changes, saying, “I’m not the most measured man on Earth yet, you know, but maybe I want to have that daily [measurable information].” A set of job listings advertises the company’s goal as trying to “build and launch the world’s first full-body ultrasound CT scanner, ultimately bringing safe, fast, and high fidelity preventative scanning to billions via a magical spa experience.”
The Midjourney Scanner was developed in a partnership with ultrasound tech company Butterfly Network, which said it uses “40 Butterfly Ultrasound-on-Chip imaging modules per system.”
The scanning process starts with stepping onto a platform that drops down into the water on rails through a ring of thousands of transducers that create ultrasonic waves. It then records the ripples passing through your body to analyze them and create detailed 3D images. The scan takes about 60 seconds. Holz said about a dozen people have been scanned so far.
It starts by stepping into a shallow pool of golden light. You then begin to descend into the water. Your body passes through a ring of underwater sensors, each acting like a dolphin, using its echolocation. The sensors send ultrasonic sound waves through your body from every angle. With enough waves, and enough angles, we form an image of what’s happening inside your body.
It combines those sensors with two petaflops of processing power. But after watching the livestreamed reveal, I’m still unclear on what Midjourney’s AI image generation tech exactly has to do with the Midjourney Medical effort, beyond an alternative business for otherwise-unused AI compute.
Holz hopes to put 10 of the scanners into a Midjourney Spa location in San Francisco’s Union Square that will open before the end of 2027 and offered to scan the hands of attendees at its launch event. The Midjourney Spa will have a gym, saunas, and cold plunges to go along with the hot tub–equipped scanning rooms where visitors will get into the water to be scanned.
He did mention that various medical applications would require FDA clearances, but for now, Midjourney Medical says it’s working on “body composition maps” that don’t require the same level of clearance as diagnostic imaging. It also says the “library of scans” users create can be shared with doctors, AI health tools, or others, and that, “We take data privacy seriously — more details on our data policies will come as we get closer to launch.”
Holz suggested that eventually these scans could become better than an MRI, without radiation, powerful magnets, or other complicating factors, to get a look at what’s going on inside people’s bodies “real fast.” In response to a question, he imagined a future where the FDA had a class of devices to look at “weird” things and allowed people to “just try to get as much data as we can.”
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