We’re here at the 2026 Game Developers Conference, where Microsoft “VP of Next Generation” Jason Ronald is talking about a topic near and dear to many gamers’ hearts: the future of Xbox. Ronald says the next Xbox, codenamed Project Helix, will have a custom AMD chip with “an order of magnitude increase in raytracing performance” up to and including path tracing, and a next-gen version of AMD’s FSR upscaling technology that relies on machine learning and includes frame generation — which can improve the perceived smoothness of a game by imagining new frames between existing ones.
Technology
AI truck system matches top human drivers in massive safety showdown with perfect scores
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A new safety evaluation shows the Kodiak Driver, an autonomous system from Kodiak AI, tied for the top safety score among more than 1,000 commercial fleets run by human drivers. The evaluation came from Nauto, Inc., creator of the Visually Enhanced Risk Assessment, or VERA Score. This system uses AI to measure fleet safety on a scale of 1 to 100.
The Kodiak Driver earned a remarkable score of 98. That result placed it beside the safest human fleets in Nauto’s global network. The findings sparked discussion across the trucking industry and raised new questions about the role of automation in freight transport.
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WILL AUTONOMOUS TRUCKS REPLACE DRIVERS BY 2027?
The Kodiak Driver, an autonomous trucking system powered by AI, earned a top VERA Score of 98 in a new safety evaluation. (Kodiak)
Kodiak Driver’s autonomous truck safety evaluation results
Kodiak’s VERA Score of 98 matched the highest rating among all fleets evaluated. Fleets with Nauto’s safety technology average a score of 78, while those without the technology average only 63.
The Kodiak Driver achieved perfect scores of 100 in inattentive driving, high-risk driving and traffic violations. Its lowest score, 95, came in aggressive driving. The VERA Score combines over 20 vision-based AI variables into one clear safety rating.
Nauto found that every 10-point increase in VERA Score cuts collision risk by about 21%. A near-perfect score like Kodiak’s represents a strong improvement over typical human performance on the road.
The strong results didn’t come as a surprise to Kodiak’s leadership. Don Burnette, founder and CEO of Kodiak, told CyberGuy: “Achieving the top safety score among more than 1,000 commercial fleets in Nauto’s Visually Enhanced Risk Assessment (VERA Score®) proprietary safety benchmark is a testament to the Kodiak’s focus on safety. Safety is at the foundation of everything Kodiak builds. Our core value is ‘safety first and always.’ We believe independent safety evaluations like Nauto’s help to validate what we already know: the Kodiak Driver is already among the safest drivers on American highways. They also help to establish and build public awareness around how safe our technology truly is.”
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The growing impact of AI on truck driving safety
Nauto equipped the trucks with advanced monitoring and hazard detection systems. These tools track both the driving environment and vehicle behavior in real time. Removing human factors such as distraction, fatigue and delayed reaction directly improves safety.
Burnette said in a company statement that the system “is never drowsy, never drunk, and always paying attention.” That constant awareness allows the Kodiak Driver to operate defensively and predictably, two traits linked to safe driving.
The VERA Score also gives fleets a consistent way to measure safety. Companies can now shift from reacting to crashes to preventing them.
Federal Motor Carrier Safety Administration data support the trend. U.S. commercial truck crashes dropped from more than 124,000 in 2024 to roughly 104,000 this year. Fewer crashes mean fewer fatalities and safer highways overall.
Kodiak’s self-driving trucks combine AI vision and real-time data to reduce risky behavior and improve on-road performance. (Kodiak)
THE ROAD TO PROSPERITY WILL BE PAVED BY AUTONOMOUS TRUCKING
Concerns about autonomous truck safety
Not everyone is ready to hand over the wheel to artificial intelligence. Some industry experts point out that while systems like the Kodiak Driver perform well in controlled evaluations, real-world roads can still pose unpredictable challenges. Weather, human drivers and mechanical issues remain complex variables for autonomous systems to manage.
Others worry about the impact on jobs. As AI takes on more driving responsibilities, professional drivers wonder what the shift will mean for employment and pay across the trucking industry.
Safety advocates also call for clearer regulations and public transparency.
Even supporters of the technology agree that continued oversight, testing and gradual rollout are essential. Progress is promising, but trust takes time.
AI DRONE FINDS MISSING HIKER’S REMAINS IN MOUNTAINS AFTER 10 MONTHS
What this means for you
If you work in logistics, fleet management or transportation tech, this news hits close to home. The Kodiak Driver’s near-perfect score proves that autonomous systems aren’t just catching up to human drivers; they’re starting to edge ahead in safety.
Businesses could see big gains. AI-powered safety tools help cut liability, lower costs and keep fleets running smoothly. The technology doesn’t need rest breaks or reminders to stay focused, which makes every mile more efficient.
Regulators are also paying attention. Verified data like this builds trust and clears the way for safer, wider use of autonomous trucks. It’s proof that technology can deliver real-world safety, not just promise it.
Drivers on everyday roads benefit too. Fewer crashes mean safer highways and more reliable deliveries. When trucks drive smarter, everyone shares the reward. Human drivers aren’t going anywhere soon, but AI is quickly becoming their most reliable partner. It helps prevent fatigue, distraction and those risky split-second decisions that lead to trouble.
AI-driven fleets are proving that technology and human expertise can work together to make highways safer for everyone. (PlusAI)
TESLA’S SELF-DRIVING CARS UNDER FIRE AGAIN
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Kurt’s key takeaways
This study marks a major step in redefining what safe driving means. An autonomous system equaling the best human fleets signals that automation is moving from theory to reality. Still, the shift raises questions. How soon will public trust catch up with technology? Can regulations evolve fast enough to support widespread adoption? Will drivers adapt to sharing the road with machines that never tire or lose focus? What remains certain is that safety innovation is transforming transportation. Autonomous systems like the Kodiak Driver are proving that technology and safety can move forward together.
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So here’s something to think about: If AI-driven trucks already match the safest human fleets, are we ready to let them take the wheel on our highways? Let us know by writing to us at Cyberguy.com.
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Copyright 2025 CyberGuy.com. All rights reserved.
Technology
Microsoft’s next Xbox, Project Helix, won’t reach alpha until 2027
But don’t expect that next Xbox soon: Microsoft will begin sending out “alpha versions” of Project Helix to developers in 2027, Ronald revealed here at GDC.
Ronald also confirmed that Xbox and Windows are getting closer together, beyond the fact that Project Helix will play PC games too. “PC is becoming an increasingly important part of Xbox. We’re bringing the best of Xbox to Windows itself,” says Ronald.
Microsoft is bringing the Xbox mode that originally shipped with the Xbox Ally handheld to more Windows computers “to select markets starting in April,” as well as Advanced Shader Delivery, which precompiles shaders so you can download them alongside a game or its updates, instead of having to wait when you launch a title.
Ronald says the Microsoft team’s been doing a lot of work behind the scenes to make the Xbox mode “feel distinctly Xbox” and feel the same as you migrate between devices and cloud. He says gamers play 3-5 games at any one time on average, and you should be able to pick up and play whether you’re on console, PC, or cloud.
As we spotted outside the keynote, Microsoft wants game developers to just build once for both Windows and Xbox, instead of building twice for both. It’s creating a unified development environment where “The vast majority of code that your game runs on Xbox is the exact same code that runs on other platforms,” says Ronald.
And while he isn’t promising all games will be this way, Ronald suggests that you won’t have to buy those games multiple times, too: the already-existing Xbox Play Anywhere program lets you buy once and “play on any screen,” he says. The catalog of Xbox Play Anywhere games now has more than 1,500 titles, Ronald says.
As part of the 25th anniversary of Xbox, the the game preservation team will also re-release an unspecified number of older Xbox titles under its Game Preservation program, Ronald says. “As one of the largest publishers in the industry, we feel a deep responsibility to preserve games from the past.” And he hints that “some of our most iconic first-party franchises are returning this year.”

Photo by Sean Hollister / The Verge
The news follows Microsoft’s recent announcement of the codename for its next-generation console, Project Helix, which the company says will play both console and PC games. That announcement about Helix was made by new Xbox boss Asha Sharma, who took over as Microsoft’s gaming CEO in February. Former Xbox boss Phil Spencer is retiring, and former Xbox president Sarah Bond, who had been seen as a potential successor to Spencer, also announced her departure.
Last year, Bond hinted that the next-generation Xbox would be more like a PC and noted that it would be a “a very premium, very high-end curated experience.” In her first memo since taking over Xbox, Sharma promised a “renewed commitment to Xbox starting with console,” and in her post about Helix, Sharma said the console would “lead in performance.” This week, Sharma also posted a picture of the original Xbox prototype, which Microsoft is showing at the GDC Festival of Gaming. We’ve got pictures.
Technology
1 billion identity records exposed in ID verification data leak
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Things like your name, home address, date of birth and even your Social Security number may have been sitting on the open internet. Researchers say an unprotected database tied to IDMerit, a company that claims to help businesses verify identities, exposed roughly 1 billion sensitive records across 26 countries.
In the United States alone, more than 203 million records were left unsecured. This involves the exact documents and details companies use to confirm you are really you. If criminals get that kind of information, they’d have everything they need.
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BE AWARE OF EXTORTION SCAM EMAILS CLAIMING YOUR DATA IS STOLEN
Researchers say an exposed database tied to IDMerit left roughly 1 billion sensitive identity records visible on the open internet. (Morteza Nikoubazl/NurPhoto via Getty Images)
What you need to know about the massive data leak
Researchers at Cybernews, a cybersecurity news and research publication, discovered an exposed MongoDB database on Nov. 11, 2025, that they believe belongs to IDMerit, a global identity verification provider that serves banks, fintech firms and other financial services companies. IDMerit uses artificial intelligence tools to help businesses perform KYC, short for Know Your Customer, which is the identity verification process required when you open financial accounts.
The database was not protected by a password. Anyone who knew where to look could access it. Inside were full names, home addresses, postal codes, dates of birth, national ID numbers, phone numbers, email addresses and gender information. Some records also included telecom-related metadata and internal flags that may have referenced past breaches.
The exposure affected people in 26 countries. The United States had the highest number of exposed records at more than 203 million. Mexico, the Philippines, Germany, Italy and France were also heavily impacted.
Researchers notified the company, and the database was secured the following day. There is currently no public evidence that criminals downloaded the data. Still, it’s worth noting that automated bots constantly scan the internet for exposed databases and can copy them within minutes.
YOU COULD BE SHARING YOUR SOCIAL SECURITY NUMBER WHEN YOU DON’T NEED TO
The unsecured database reportedly contained highly sensitive details including names, home addresses, dates of birth and national ID numbers. (Silas Stein/picture alliance via Getty Images)
How it happened and why it matters for you
When you open a bank account, sign up for a crypto platform or verify your identity for a financial app, you are often asked to upload a government ID and provide personal details. Companies like IDMerit process that information behind the scenes. That means this database likely contained the same details you would use to prove your identity to a bank or government agency.
For criminals, that is gold. With your full name, date of birth, national ID and phone number, scammers can attempt SIM-swap attacks. This is when someone convinces your mobile carrier to transfer your phone number to their device. Once they control your number, they can intercept security codes sent by text message and break into your bank or email accounts. They can also launch highly targeted phishing scams. Imagine receiving a call or email that includes your real home address and ID number. It would feel legitimate, and that’s exactly the point.
Because the data was neatly organized, criminals could sort it by country or other details and use automated tools to target huge numbers of people with scams.
We reached out to IDMerit for comment, but did not hear back before our deadline.
FIGURE DATA BREACH EXPOSES NEARLY 1M ACCOUNTS
Experts warn that data like this can help criminals launch SIM swap attacks and highly targeted phishing scams. (Kurt “CyberGuy” Knutsson)
8 ways you can protect yourself from data leaks
Before criminals have a chance to use this information against you, here are practical steps you can take right now to lock things down and reduce your risk.
1) Freeze your credit reports
Contact the major credit bureaus in your country and place a credit freeze. This prevents criminals from opening loans or credit cards in your name. Even if someone has your national ID and date of birth, lenders will not be able to access your credit file without your permission.
2) Stop relying on text message security codes
If your bank or email account still uses SMS codes for two-factor authentication, switch to an authenticator app instead. Text messages can be intercepted during SIM-swap attacks. An authenticator app generates codes directly on your device, making it much harder for criminals to break in.
3) Use a password manager
If attackers pair leaked identity data with passwords from older breaches, they can try to access your accounts. A password manager creates strong, unique passwords for every account, so one leak does not unlock everything else.
Check out the best expert-reviewed password managers of 2026 at Cyberguy.com.
4) Consider identity theft protection
Identity theft monitoring services can alert you if your personal information is used to open accounts or appears on dark web marketplaces. Early detection can mean the difference between stopping fraud quickly and discovering it months later. See my tips and best picks on Best Identity Theft Protection at Cyberguy.com
5) Watch your mobile account closely
Log in to your mobile carrier account and enable extra security features, such as a port-out PIN if available. This adds an additional layer of protection so someone cannot easily move your phone number to another SIM card.
6) Run antivirus software on your devices
Good antivirus software can block malicious links, fake login pages and spyware that may be used in follow-up attacks. After a large data exposure, phishing campaigns often spike, and having protection in place can stop you from clicking into trouble. Get my picks for the best 2026 antivirus protection winners for your Windows, Mac, Android and iOS devices at Cyberguy.com.
7) Consider a personal data removal service
Your personal information is often scattered across data broker sites and people-search databases that sell access to your details. A personal data removal service can monitor where your information appears online and work to get it taken down. This reduces the amount of data criminals can find about you in one place, making it harder for them to piece together your identity and target you with scams or fraud. 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.
8) Be skeptical of calls that know too much
If someone contacts you and references your address, date of birth or ID number, do not assume they are legitimate. Hang up and call the official number listed on the company’s website. Criminals use real data to make fake stories sound convincing.
Kurt’s key takeaway
This incident exposes a larger problem. Companies that handle identity verification have become critical infrastructure for the digital economy. When one of them leaves a database open, the fallout spreads across countries and millions of ordinary people who never even heard of the company. You trusted a bank or app with your ID. That bank trusted a third party. Somewhere in that chain, basic security controls failed.
Should companies that handle identity verification face automatic penalties when they expose millions of people’s most sensitive data? Let us know by writing to us at Cyberguy.com.
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Copyright 2026 CyberGuy.com. All rights reserved.
Technology
How the spiraling Iran conflict could affect data centers and electricity costs
Soon after the Trump administration launched its war on Iran, I called up Reed Blakemore, director of research and programs at the Atlantic Council Global Energy Center, to talk about the consequences. While oil and gas prices were already on the rise, there was still more hope then that the impact of the conflict might be short-lived. At the end of our conversation, Blakemore said plainly: “Let’s have a call again [next week] … We’ll have a much clearer picture of what the conflict is going to look like and what the story really is going to be for energy moving forward.”
Energy infrastructure has become a key leverage point in the unfolding war
It’s a week later and the conflict has only escalated since the US and Israel launched strikes against Iran, killing Supreme Leader Ayatollah Ali Khamenei. Energy infrastructure has become a key leverage point in the unfolding war, with Israel hitting Iranian fuel depots and Iran targeting Gulf neighbors’ oil and gas infrastructure in its own strikes. Iran’s paramilitary Revolutionary Guard threatened on Tuesday not to “not allow the export of even a single liter of oil from the region to the hostile side and its partners until further notice.” Iran has reportedly also started to lay mines in the strategic Strait of Hormuz, through which one-fifth of global petroleum consumption and liquefied natural gas (LNG) trade used to move.
I talked to Blakemore again today about what Iran’s continued chokehold on the Strait of Hormuz means for energy costs and US tech companies’ rush to build out energy-hungry AI data centers.
This interview has been edited for length and clarity.
What’s your outlook now on how the conflict is likely to affect oil and gasoline prices?
Reed Blakemore: The fundamental issue right now, in terms of the energy implications of the conflict, is how the market is reacting to the uncertainty around safe passage through the Strait of Hormuz.
At the outset of the conflict when we saw insurance premiums going up for these ships, we were largely talking about it in the context of, Hey, it’s just gotten much more expensive for a ship to traverse the Gulf and therefore they’re staying out.
We’ve moved from that to actual concerns around the security of passing through the straits in the first place, so this is no longer an insurance cost issue as much as it is a safety and security issue.
We have virtually no traffic passing through the Strait of Hormuz. A lot of countries are beginning to shut in production. So there’s already this ripple effect emerging purely because the market and basically tankers are fundamentally concerned about whether or not they will be able to safely pass through the strait.
“There’s only so much that US energy dominance can do to shield US consumers”
The other feature that I think we’ve seen the market react strongly to in the past several days is a sense of how long this conflict is going to last. And I think you can look to the comments from the president in the last 72 hours and the market’s reaction as a major piece of evidence to that end. Moving into the weekend where the campaign had clearly escalated, the uncertainty around how open the Strait of Hormuz would or wouldn’t be was beginning to reach a fever pitch. The response from markets when they opened in Asia on Sunday going past $100 a barrel to nearly $120 a barrel is really a function of the market not having a sense that this would be over anytime soon. That pullback that we saw over the course of yesterday was in response to the president saying fundamentally that Hey, we have an end in sight to this conflict.
The United States is a major oil producer. I think the strategy of US energy dominance played a significant role in terms of shielding US consumers from the initial market consequences of the decision to go to war with Iran. The price increases we’ve seen thus far would have been much more responsive to the market volatility. That has bought the administration a little bit of time as it relates to how long until we see the gasoline prices really begin to pick up steam domestically. But as this conflict persists and the volatility in the market continues, we will begin to see upward pressure on gasoline prices, regrettably, over time.
There’s only so much that US energy dominance can do to shield US consumers from what is a globally traded market in terms of oil. Because the United States is a major domestic oil producer, it has the ability to put some downward pressure on its own gasoline prices.
But because via its oil exports it participates in a global market, it has that exposure to global oil market volatility.
Can we expect electricity prices to go up also? Why?
For the United States, the gas story is a little bit better, but not immune from the global market as well. Natural gas is largely regionally traded within the United States. The US is a major producer of natural gas for domestic consumption in a way that further insulates it. That makes the case of the United States much different than the gas price sensitivity we’re seeing in Europe or in Japan or other parts of East Asia.
The problem is similar to the oil story because the United States is a major LNG exporter. As natural gas prices increase elsewhere, LNG exporters will be incentivized to export more gas because that’s where the arbitrage opportunity is, and that will create the upward price pressure domestically in the United States.
What risks does that pose to tech companies and this push to build out more AI data centers and related energy infrastructure?
In the United States, the majority of the data center buildout has begun to be powered by natural gas. We’re not going to see electricity prices reach a crisis point in the United States in the short term because of this conflict. The time horizon that we’re talking about with gas and therefore electricity prices is likely in the time horizon of months rather than weeks you’d expect with oil.
However, the longer this conflict lasts and the more tightness we see in the global gas market — that will eventually permeate the United States and create that upward pressure on gas prices in a way which then affects electricity prices and then that brings the data center question into play.
I think the unique thing is it doesn’t necessarily affect the ability of data centers to purchase energy. Electricity costs are a relatively marginal proportion of the cost of building and operating a data center. What it does do is it only further inflames the energy affordability challenges that are currently deteriorating social license in the country for data centers. So the impact on electricity prices likely won’t directly harm data center buildout. The ancillary affordability challenges it will create will further entrench popular discontent with data center buildout, because data centers are simply making consumer electricity bills much more expensive.
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