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New AI brain lets robots move like humans

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New AI brain lets robots move like humans

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Genesis AI, a global full-stack robotics company, has unveiled GENE-26.5, a robotic brain designed to help general-purpose robots perform complex physical tasks with human-level manipulation.

The company says the system pairs a robotics foundation model with a human-scale dexterous robotic hand. It also includes a new data engine. Together, these pieces help robots learn from human movement and handle tasks that require precision and coordination.

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ROBOTS LEARN 1,000 TASKS IN ONE DAY FROM A SINGLE DEMO

Genesis AI says its robotic hand can learn from human motion data to complete detailed, multistep tasks such as cooking an omelet. (Genesis AI)

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What is GENE-26.5 and why it matters

Theo Gervet, co-founder and president of Genesis AI, says the easiest way to understand GENE-26.5 is to think of it as the system guiding the robot’s actions.

“Think of GENE-26.5 like a robotic brain that takes in information and tells the robot what to do,” Gervet said. “It is the industry’s most advanced robotic brain, with the most advanced capabilities. We’ve proven this by releasing a few videos showing GENE-26.5 powering the most complex tasks ever performed by robots.”

He says that matters because most robots still struggle with detailed hand movements. They often repeat one task in a controlled setting, but real life is less predictable.

“We’ve developed a way to feed GENE-26.5 massive amounts of data about how human hands move, so it can tell our robotic hands exactly how to move like a human’s hands,” Gervet said. “GENE-26.5 can also tell our robotic hands how to do tasks with many, many steps.”

He pointed to a cooking example to show the difference. “For example, powered by GENE-26.5, our robotic hands can follow a 20-step process to make a full omelet from start to finish,” Gervet said.

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“That’s why we’re obsessed with innovating across the full-stack, from AI to hardware. By controlling every layer, we can build a cohesive system and solve the problem holistically. Our approach gives us a huge competitive advantage by harnessing unprecedented amounts of data, as that ultimately defines what foundation models can achieve.”

How the AI brain helps robots move like humans

Human hands constantly adjust, even during simple actions. That level of control has been hard for robots to replicate. To explain, Gervet used a Rubik’s Cube as an example. “Imagine you’re playing with a Rubik’s Cube. You have to hold it with the perfect grip strength. If you grip it too loosely, you’ll drop it.”

He said people make small adjustments without noticing. “You may not even realize it, but your brain is taking notice of how the cube feels. Even if you’re just holding the cube, your hands are never perfectly still.”

Those small movements are constant. “They’re constantly making micro adjustments to make sure the cube doesn’t slip and stays balanced,” he said. “It takes a lot of complicated, intentional and coordinated movements that involve over 20 joints in your fingers, knuckles and wrists. Our robotic hands can do exactly that.”

How Genesis AI trains robots using human data

Genesis AI built a robotic hand that mirrors the human hand in form and function. It pairs with a glove that captures motion and pressure. “The glove system helps us directly transfer information about how human hands move to our robot hands,” Gervet said.

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He explained how the system captures detail. “When a human wears the gloves as they interact with objects or do their work, we can capture details about the exact movements their fingers and wrists make. Our robotic hands are built to exactly match a human’s hands, so that data works extremely well.”

Genesis AI says the glove is 100 times cheaper than typical options. It has also shown up to five times greater data collection efficiency compared with traditional methods.

AI VIDEO TECH FAST-TRACKS HUMANOID ROBOT TRAINING

Genesis AI unveiled GENE-26.5, a robotic brain designed to help general-purpose robots perform complex physical tasks with humanlike precision. (Genesis AI)

Why robots struggled before this AI brain

Robots have lacked usable training data for physical tasks. “Robots have always had a data problem,” Gervet said. “When you think about the AI chatbots you use on your computer, they have the entire internet to access.”

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Robots did not have that advantage. “The big problem comes from the fact that unless the robot’s hand exactly matches a human’s hand, any information you capture about how human hands move won’t translate well,” Gervet said.

He said matching the human hand solves that gap. “We’ve solved this problem by creating a robotic hand that exactly matches a human hand.”

How video and simulation improve robot learning

Genesis AI also uses other sources of data to train its system. “In addition to data from the glove, we use videos from humans wearing camera headbands so we can see how their hands move,” Gervet said. “We also use massive amounts of internet videos.”

The company says its simulation system is a major accelerator, allowing AI to train itself in a fully virtual environment before moving into the real world. This helps teams test and improve systems much faster than traditional physical testing, which can be slow and expensive. 

Where robots with AI brains could be used first

For now, Genesis AI expects the first use cases to be in workplaces such as warehouses and manufacturing facilities. “We see our technology being used in industrial settings to start and then later in the home,” Gervet said.

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He described a phased rollout. “To start, it can be deployed for industrial use in warehouses and for manufacturing logistics. We’re already having conversations with industrial customers.”

After that, the technology could expand further. “After the industrial phase, we’ll offer our technology to the service industry. Next, it can be offered to consumers in their homes.” Gervet went on to say that “In addition, we’re hoping that in a home setting, our technology will be able to help handle daily chores, freeing up time for people to spend doing what they actually enjoy. Robots have been humans’ biggest fantasy for years. This is our collective hope, and we want to be the company to get us there.”

ROBOTS PERFORM LIKE HUMAN SURGEONS BY JUST WATCHING VIDEOS

The company says its glove-based data system captures finger, wrist and pressure movements to train robots more efficiently. (Genesis AI)

How safety is built into the technology 

Gervet says safety testing is a core part of development. “Our technology goes through extensive testing and validation, first in simulation running millions of scenarios, then in controlled real-world environments,” he said. “It has to earn its way into the room.”

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He added that the company also follows established safety standards and industry regulations designed to govern how robots operate around people. 

He went on to say the company is currently showcasing individual components, including the robotic brain, robotic hands and data collection system and plans to unveil a full general-purpose robot that brings everything together. Early, small-scale deployments with select partners could begin later this year.

What this AI brain means for you

This technology will likely show up first in places like warehouses, factories and service environments where the work is repetitive or physically demanding. Gervet says, “In the future, we see our technology being able to fill some of the critical labor gaps there are today. Our hope is that this will increase productivity, while creating space for people to focus on meaningful, creative and high-value work.”

Over time, that could change. Robots that can use the same tools as people may fit into existing spaces more easily, without needing everything redesigned around them.

“The beauty of the technology is that it’s meant to fit seamlessly into the human world,” Gervet said. “Humans will still lead, but our reach won’t be limited by what we can do with our own hands.”

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Kurt’s key takeaways

This can feel like another robot demo, but the difference is how these robot hands move. They are starting to handle objects more like people do, using the same kinds of motions and tools. That is what makes this worth paying attention to. If robots can work in spaces built for humans without everything being redesigned, that is when things start to change in a more noticeable way. It also raises a bigger question about where this shows up first and how quickly it spreads. Not everything will change overnight, but this is the kind of progress that tends to build quietly and then suddenly feel like it is everywhere. So, be on the lookout for general-purpose robots that can suddenly handle objects more like human hands and start showing up in places you might not expect.

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As robots move and handle objects more like humans, do you want one helping you at home, or would that feel like a step too far at this point? Let us know by writing to us at CyberGuy.com.

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Technology

Meta is reportedly working on smart glasses that would be recording all the time

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Meta is reportedly working on smart glasses that would be recording all the time

Meta might be the next company to make an always-on AI wearable. The company is working on prototype “super sensing” always-aware smart glasses that could continuously record audio and snap photos “every few seconds,” according to the Financial Times. The wearer could then ask Meta AI about the captured audio and images.

However, the images and audio might not be directly available to the user. Here’s how the FT describes one way the glasses could use the data:

In one proposed system, raw footage and audio would not be stored by Meta or made available to the user, several people said. Instead, the metadata from that audio and images would be extracted and uploaded to the server for Meta’s AI to query, which proponents argue would have fewer privacy implications.

But currently, Meta is planning for the LED recording indicator to remain off in “super sensing” mode, the FT reports. In a July 2025 whitepaper, the company said that it would reserve the LED indicator for “active capture” scenarios where the user is saving photos or videos, and leave it off during “AI Feature” use — such as scanning a menu — to avoid users becoming too used to the indicator. (If the indicator was on during the “super sensing” mode, it might also be harder to know when the glasses are actually recording video.)

Meta is also discussing if it would use the captured data for training its AI models. It may also bring the “super sensing” features to glasses it has already released, the FT says.

“While we don’t comment on internal prototypes, we’re committed to getting our glasses right because they need to be loved by both people wearing them and those around them,” Meta spokesperson Dave Arnold says in a statement to The Verge. Arnold also notes that “Our approach has been to develop new technologies that will help people throughout their day, with privacy built in from the ground up.”

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Meta hasn’t been shy about some type of always-aware glasses being a possibility. CEO Mark Zuckerberg, in the company’s Q1 2026 earnings call, said that he was “really excited to see the glasses evolve from being able to answer questions to being able to be a personal agent that’s with you all day long, helping you remember things and achieve your goals.” In a March blog post about new Ray-Ban Meta glasses, the company wrote that “with ongoing software updates, Meta AI on glasses will transition from something you have to prompt with a question each time, to a more continuous, in-the-moment assistant that can help throughout the day.”

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Get a $30 credit when you reserve Samsung’s upcoming Galaxy phones

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Get a  credit when you reserve Samsung’s upcoming Galaxy phones

Even though they haven’t been officially announced yet, Samsung is giving you a chance to save some cash when you preorder what we’re expecting to be the brand’s updated Galaxy Z Fold phones. The next Galaxy Unpacked event will take place on July 22nd, 2026, and features the tagline “A new shape unfolds.” In addition to seeing updated versions of the existing Flip and Fold form factors, we anticipate the debut of a new, wider foldable phone. If you register your interest ahead of time and end up preordering one of the new phones shortly after they’re announced, Samsung will give you a $30 store credit at checkout.

There are some caveats to this offer. You have to use the credit when you preorder the phone. No saving it for later. Also, the credit can’t be applied to the cost of the phone either, so you’ll have to put it towards the cost of accessories or extra services. Samsung specifically calls out that select Galaxy rings, earbuds, watches, and tablets are eligible, or you can use it to help pay for Samsung Care Plus.

There are no downsides to registering your interest, so if you think you might be interested in buying one of the upcoming phones, it’s worth filling out the form. As long as you use the same email during checkout, the credit will be automatically applied.

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Apple AI security update proves hackers move fast

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Apple AI security update proves hackers move fast

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A security update rarely feels dramatic. You see the alert, promise yourself you will install it later and then go right back to whatever you were doing. This time, Apple is giving you a stronger reason to pay attention.

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Apple released iOS 26.5.2, iPadOS 26.5.2 and macOS Tahoe 26.5.2 on June 29, 2026. The updates include security fixes for vulnerabilities tied to the kernel, WebKit and WebRTC. Apple says these fixes were first made available through the iOS 26.6, iPadOS 26.6 and macOS Tahoe 26.6 betas before being pushed out early to everyone.

That is the part that should make you pause. Apple usually rolls many security fixes into larger software updates. This time, the company moved faster.

AI IS NOW POWERING CYBERATTACKS, MICROSOFT WARNS

Apple pushed out security fixes early because AI can help hackers study software flaws faster. (Nikolas Kokovlis/NurPhoto via Getty Images)

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Why Apple released this AI security update early

Apple reportedly accelerated the updates because artificial intelligence can help speed the creation of malicious hacking tools. Once a fix appears in a beta, attackers may be able to study it, reverse-engineer the weakness and move faster than before.

Apple said there was no evidence that the newly patched vulnerabilities had been exploited. Still, the company wanted to shrink the time between when fixes were first visible and when they reached your devices.

That is a major shift. It suggests Apple sees AI as a force that changes the timing of security. A flaw that once gave defenders more breathing room may now become a race.

What Apple fixed in iOS 26.5.2

Apple’s iOS 26.5.2 and iPadOS 26.5.2 notes list fixes for iPhone 11 and later, along with several supported iPad models. The security content includes kernel vulnerabilities that could let an app crash the system, corrupt kernel memory or leak sensitive kernel state.

The update also fixes multiple WebKit issues. WebKit powers Safari and web content inside many apps. Some of these flaws involved malicious web content that could lead to crashes, memory corruption, data leaks or sandbox escapes.

Apple also fixed WebRTC issues that could be triggered by malicious web content and lead to Safari or process crashes.

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For Mac, Apple lists macOS Tahoe 26.5.2 as the current release. If your Mac runs macOS Sonoma or macOS Sequoia, Apple also lists Safari 26.5.2 as a June 29, 2026, security release.

A woman uses a smartphone outside an Apple Store on June 20, 2026, in Shenzhen, Guangdong Province, China. (Cheng Xin/Getty Images)

Why AI hacking tools change the security race

AI can help legitimate researchers find bugs faster. That is good when the work leads to stronger software and responsible disclosure. However, the same general capability can also help bad actors move faster. A criminal does not need to understand every line of code if an AI tool can help summarize a patch, compare software changes or suggest where a weakness may be hiding.

That is why Apple’s move is important. It shows that big tech companies may need to release security fixes sooner and more often, even when those updates do not include flashy new features. The wider AI world adds pressure here. Frontier AI companies have released or tested systems with stronger coding and cybersecurity capabilities. Some models are available only through limited previews, approved access or extra safeguards because of their potential cyber use.

Similar efforts are also emerging outside the United States. Several international AI labs and security companies now promote models designed to find vulnerabilities, analyze code and assist cyber defense. The takeaway for you isn’t that AI is automatically bad. The real point is speed. Security teams, attackers and AI tools are now moving on a shorter clock.

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How to update your iPhone or iPad

Before you update, plug in your device and connect to Wi-Fi. You may also want to back up your iPhone or iPad first.

Then do this: Open Settings > General > Software Update > Download and Install.

After the update finishes, go back to Settings > General > Software Update > Automatic Updates. Make sure automatic updates are turned on. Apple also lets your device automatically install system file updates that improve security without changing the full software version. If you do not see the update right away, check again later. Apple releases updates in stages, and your device also needs enough battery and storage.

How to update your Mac

On a Mac, start with a backup. Then click the Apple menu > System Settings > General > Software Update . Choose Update Now if macOS Tahoe 26.5.2 appears.

Next, check your background update settings. On macOS Tahoe 26 or later, go to Apple menu > System Settings > General > Software Update . Click the More Info button next to Automatic Updates and make sure Install system data files and security updates is turned on.

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If your Mac runs Sonoma or Sequoia, look for Safari 26.5.2 in Software Update as well. That Safari update may be the protection your Mac needs if you are not on Tahoe.

BEWARE OF HACKERS SHOWING UP PRETENDING TO BE IT

What this Apple security update means to you

You may see more security updates that feel sudden or small. That can be annoying, especially when you are busy or your device needs to restart.

Still, these updates are becoming more important. Apple is reacting to a world where AI can help shorten the time between a public fix and a possible attack.

So, when your iPhone, iPad or Mac asks you to update, do not treat it like background noise. The update may be closing a door someone else is already trying to find.

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Updating your iPhone, iPad and Mac helps close security holes before attackers get more time to exploit them. (Katharina Kausche/picture alliance via Getty Images)

How to stay safe after the Apple security update

Installing the Apple AI security update is the best first move. After that, tighten a few habits that make attacks harder.

1) Keep your apps updated

Your operating system is only part of the security picture. Outdated apps can still create risk, especially if they handle messages, web links, photos, files or account logins. Open the App Store and install available updates regularly.

2) Watch out for suspicious links

Be careful with links in texts, emails and social media messages. WebKit and browser flaws are a reminder that malicious web content can be part of an attack. When in doubt, open the official app or website yourself instead of tapping a link.

3) Use strong passwords and two-factor authentication

Use strong, unique passwords for every account and store them in a password manager. Then turn on two-factor authentication (2FA) wherever possible. If one password gets exposed, you do not want it opening the door to your email, bank or Apple account.

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4) Use strong antivirus protection

Use strong antivirus protection on your Mac and other connected devices. It can help catch malicious files, phishing attempts and suspicious activity before they do damage. Get my picks for the best 2026 antivirus protection winners for your Windows, Mac, Android and iOS devices at CyberGuy.com.

5) Back up your data regularly

Back up your iPhone, iPad and Mac before problems hit. A recent backup can help you recover faster if an update fails, your device gets stolen or malware locks you out of important files. CyberGuy’s guide to backing up your devices walks you through ways to protect your files using cloud storage, an external drive or both.

6) Use a personal data removal service

Use a personal data removal service to reduce how much of your personal information is floating around online. Data brokers and people-search sites can expose your name, address, phone number and relatives. Scammers can use those details to make phishing messages feel more believable. 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.

Kurt’s key takeaways

Apple’s early security release shows how fast the cyber threat landscape is changing. The company says there is no evidence these newly patched flaws were exploited, but it still moved the fixes out before the wider 26.6 release. That tells me the old habit of waiting weeks to update is getting riskier. AI can help defenders, but it can also help criminals study weaknesses faster. My advice is direct: update your Apple devices now, turn on automatic security updates and stop putting off patches that protect the phone and computer you use every day.

Do you think AI will make your devices safer because companies can find flaws faster, or more vulnerable because hackers can move faster too? Let us know by writing to us at CyberGuy.com.

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Automatic updates, strong passwords and a personal data removal service can make you a harder target after the update. (Silas Stein/picture alliance via Getty Images)

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