Technology
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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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.
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.
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After only a few months, Amazon discontinued the Blue Jay program while continuing to reuse parts of its underlying robotics technology. (Amazon)
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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Technology
Soundcore new Space 2 promise improved ANC and sound
We finally have an update to the Soundcore Space One that launched two and a half years ago. At MWC 2026, Soundcore has announced the Space 2, which will be available in the US on April 21st in three colors — linen white, jet black, and seafoam green — for $129.99. That’s $30 more than the Space One’s original price.
According to Soundcore, the Space 2 have had a full-band noise cancellation upgrade with the focus of those improvements on the low-frequency sounds we all generally use ANC headphones to block — things like airplane, train, and bus engine sounds while traveling. The Space 2 use the same number of microphones as the Space One for noise canceling, instead relying on optimized mic placement and structure and materials improvements for the boost in performance.
Redesigned 40mm drivers incorporate dual layers in their design. There’s a silk diaphragm with metal ceramic that supposedly results in faster transient response — the driver’s ability to respond to sudden sound quickly and accurately — with better balanced sound reproduction. The Space One had great sound performance for the price, but I’m all for any improvement to sound performance accuracy. Like the Space One, the Space 2 will support LDAC high-res audio.
The headphones connect wirelessly over Bluetooth 6.1, although they do not support Auracast transmissions — an unfortunate exclusion. There’s also a 3.5mm jack for a wired connection.
Battery life has been increased to up to 50 hours with ANC and 70 hours with ANC off. This is up from 40 hours with ANC and 55 hours without ANC with the Space One headphones. With a five-minute charge the Space 2 get an additional four hours of listening.
The Space 2 will include many of the features found on the Space One. You can use HearID 3.0 to go through a series of sound samples to tune the headphones’ sound to your preferences. It worked well for me on the Space One to get them closer to a sound I liked, with a bit of the edge taken off the higher frequencies. There’s also a sensor that detects when you remove the headphones and stops playback so you don’t miss any of your music or podcast. They once again come with a cloth bag that matches the color of the headphones instead of a case, which is one change I wish Soundcore had made, as the cloth bag doesn’t offer as much protection if you tend to throw your headphones into your backpack or bag.
The Soundcore Space One were among the best budget ANC headphones when they came out, and still hold up to more recent releases. But with the bump in price to over $100 for the Space 2, there’s a bit more expectation on them. ANC performance continues to improve — and products get cheaper — across manufacturers, so the Soundcore Space 2 has some competition from companies like Sony, EarFun, and JLab. If the ANC on the Space 2 stands up to current budget headphones and they still sound as good and are as comfortable as the Space One, you can expect to see the new Soundcore Space 2 on many recommendation lists.
Technology
Tired of websites blocking your VPN? A dedicated IP fixes that
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If you have ever turned on your VPN and suddenly could not log in to your bank, email, streaming service or work portal, you are not imagining things. In fact, this is one of the most common frustrations VPN users face today.
However, the issue is not that VPNs stopped working. Instead, websites have become far more aggressive about blocking traffic that looks suspicious.
As a result, the way your VPN is built now matters just as much as whether you use one at all.
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Shared VPN IPs often trigger red flags, which is why banks, email providers and streaming sites sometimes block access. (Kurt “CyberGuy” Knutsson)
Why websites block many VPN connections
Most VPNs give you a shared IP address. As a result, hundreds or even thousands of people can appear online from the same address at the same time. From a website’s perspective, that traffic pattern raises red flags. When platforms detect too many logins, rapid location changes or unusual activity tied to one IP, they step in quickly. In many cases, they respond by:
- Blocking access
- Triggering captchas
- Requiring extra verification codes
- Temporarily locking accounts
Meanwhile, you did nothing wrong. Instead, you end up dealing with restrictions caused by other users sharing that same IP address.
What a dedicated IP does differently
With a dedicated IP, you get an address that belongs only to you. Unlike shared VPN connections, no one else uses it.
Each time you connect, you use the same IP address. As a result, you avoid sharing traffic, rotating locations or competing with random users whose activity could trigger blocks.
Because of that consistency, your connection looks much more like a typical home or office internet setup. And that simple difference can dramatically reduce website suspicion and login headaches.
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A dedicated IP gives you a consistent address that looks more like a normal home connection, reducing captchas and login alerts. (Kurt “CyberGuy” Knutsson)
What a dedicated IP can do that shared VPN IPs usually can’t
That consistency does more than reduce suspicion; it improves how smoothly you access the sites and services you use every day.
Access more websites without blocks
Banks, government portals, healthcare sites, and streaming services are far less likely to block a dedicated IP because it does not show heavy or erratic traffic patterns.
Reduce captchas and security challenges
Those endless “prove you’re human” messages are usually triggered by shared IP abuse. A dedicated IP dramatically reduces them.
Make banking and email logins smoother
Financial institutions and email providers often flag constantly changing IP addresses as suspicious. A dedicated IP stays consistent, so login alerts and lockouts happen far less often.
Support remote work and secure systems
Some employers only allow access from approved IP addresses. Shared VPN IPs cannot be approved. Dedicated IPs can.
Improve streaming reliability
Shared VPN IPs are often the first to get blocked when streaming services crack down. Dedicated IPs are less likely to be flagged because traffic looks normal and predictable.
What a dedicated IP does not do
A dedicated IP:
- Does not remove encryption
- Does not expose your identity
- Does not weaken your privacy
Your traffic remains encrypted, and your real location stays hidden. You simply get a connection that websites trust more.
Who benefits most from a dedicated IP
A dedicated IP is especially helpful if you:
- Use online banking regularly
- Travel and access sites from different locations
- Work remotely
- Stream often
- Get tired of captchas and blocked pages
- Want a VPN that feels normal to use
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With fewer blocks and smoother logins, a dedicated IP helps your VPN work quietly in the background instead of getting in your way. (Kurt “CyberGuy” Knutsson)
How to choose a VPN that offers a dedicated IP
If you want these benefits, look for a VPN provider that offers a dedicated IP option built directly into its service. Some providers include it in premium plans, while others offer it as an add-on. Either way, the process should be simple. You should be able to select your dedicated IP inside the app without advanced setup or manual configuration. Before signing up, check that the provider also offers strong speeds, reliable uptime and clear privacy policies. A dedicated IP improves access, but overall performance still matters.
What to look for beyond a dedicated IP
A dedicated IP reduces blocks. However, a quality VPN should also deliver strong security and smooth performance.
Fast, stable connections: Speed matters for streaming, video calls and everyday browsing. Look for providers known for consistent performance.
Wide server coverage: More server locations give you flexibility when traveling and help reduce location errors.
Clear privacy practices: Choose a VPN with a strict no-logs policy and independent audits when possible.
Secure server technology: Modern VPNs often use RAM-based servers that automatically wipe data on reboot.
Easy-to-use apps: Protection should feel simple, not technical. Clean apps across major devices make daily use effortless.
For the best VPN software, see my expert review of the best VPNs for browsing the web privately on your Windows, Mac, Android & iOS devices at Cyberguy.com
Kurt’s key takeaway
If your VPN keeps getting blocked, the problem may not be the VPN itself. It may be the shared IP address behind it. Websites are increasingly aggressive about suspicious traffic. When hundreds of users share the same IP, banks, email providers and streaming platforms take notice. That is when the captchas, verification codes and account lockouts start. A dedicated IP changes that experience. You still get encryption. You still protect your real location. But your connection looks stable and predictable, which helps you avoid constant interruptions.
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Should protecting your privacy really mean fighting with your bank, email, and streaming apps? Let us know by writing to us at Cyberguy.com
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Copyright 2026 CyberGuy.com. All rights reserved.
Technology
Polymarket defends its decision to allow betting on war as ‘invaluable’
Polymarket has been allowing people to bet on when the US would strike Iran next. Obviously, now that it’s actually happened and people have died, the prediction betting market is feeling some pressure. The site has been at the center of controversy before, including suspicions of insider trading on the Super Bowl halftime show and the capture of Venezuelan President Nicolás Maduro.
In a statement posted on its site, Polymarket defended its decision to allow betting on the potential start of a war, saying that it was an “invaluable” source of news and answers, before taking shots at traditional media and Elon Musk’s X. The statement reads:
…
Read the full story at The Verge.
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