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The trust paradox killing AI at scale: 76% of data leaders can’t govern what employees already use

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The chief data officer (CDO) has evolved from a niche compliance role into one of the most critical positions for AI deployment. These executives now sit at the intersection of data governance, AI strategy, and workforce readiness. Their decisions determine whether enterprises move from AI pilots to production scale or remain stuck in experimentation mode.

That’s why Informatica’s third annual survey — the largest survey yet of CDOs specifically on AI readiness, spanning 600 executives globally — carries particular weight. The findings expose a dangerous disconnect that explains why so many organizations struggle to scale AI beyond pilots: While 69% of enterprises have deployed generative AI and 47% are running agentic AI systems, 76% admit their governance frameworks can’t keep pace with how employees actually use these technologies.

The survey reveals what Informatica calls a “trust paradox” — and explains why data leaders are dangerously overconfident about AI readiness. Organizations deployed generative AI systems faster than they built the governance and training infrastructure to support them. The result: Employees generally trust the data powering AI systems, but organizations acknowledge their workforces lack the literacy to question that data or use AI responsibly. Seventy-five percent of data leaders say employees need upskilling in data literacy. Seventy-four percent require AI literacy training for day-to-day operations.

“The gap now is just, can you trust the data to set an agent loose on it?” Graeme Thompson, CIO at Informatica, told VentureBeat. “The agents do what they’re supposed to do if you give them the right information. There’s just such a lack of trust in the data that I think that’s the gap.”

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Why infrastructure isn’t the bottleneck for data and AI

GenAI adoption jumped from 48% a year ago to 69% today. Nearly half of organizations (47%) now run agentic AI — systems that autonomously take actions rather than just generate content. This rapid expansion has created a race to acquire vector databases, upgrade data pipelines, and expand compute infrastructure.

But Thompson dismisses infrastructure gaps as the primary problem. The technology exists and works. The limitation is organizational, not technical.

“The technology that we have available at the moment, the infrastructure, is more than — it’s not the problem yet,” Thompson said. He compared the situation to amateur athletes blaming their equipment. “There’s a long way to go before the equipment is the problem in the room. People chase equipment like golfers. Those golfers are a sucker for a new driver, a new putter that’s going to cure their physical inability to hit a golf ball straight.”

The survey data supports this. When asked about 2026 investment priorities, the top three are all people and process issues: data privacy and security (43%), AI governance (41%), and workforce upskilling (39%).

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Five hard lessons for enterprise CDOs 

The survey data combined with Thompson’s implementation experience reveals specific lessons for data leaders trying to move from pilots to production.

Stop chasing infrastructure, fix the people problem

The trust paradox exists because organizations can deploy AI technology faster than they can train people to use it responsibly. Seventy-five percent need data literacy upskilling. Seventy-four percent need AI literacy training. The technology gap is a people gap.

“It’s much easier to get your people that know your company and know your data and know your processes to learn AI than it is to bring an AI person in that doesn’t know anything about those things and teach them about your company,” Thompson said. “And also the AI people are super expensive, just like data scientists are super expensive.”

Make the CDO an execution function, not an ivory tower

Thompson structures Informatica so the CDO reports directly to him as CIO. This makes data governance an execution function rather than a separate strategic layer.

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“That is a deliberate decision based on that function being a get things done function instead of an ivory tower function,” Thompson said. The structure ensures data teams and application owners share common priorities through a common boss. “If they have a common boss, their priorities should be aligned. And if not, it’s because the boss isn’t doing his job, not because the two functions aren’t working off the same priority list.”

If 76% of organizations can’t govern AI usage effectively, reporting structure may be part of the problem. Siloed data and IT functions create the conditions for pilots that never scale.

Build literacy outside IT teams

The breakthrough insight is that AI literacy programs must extend beyond technology teams into business functions. At Informatica, the chief marketing officer is one of Thompson’s strongest AI partners.

“You need that literacy across your business teams as well as in your technology teams,” Thompson said. 

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He noted that the marketing operations team understands the technology and data. It knows that the answer to the “How do I get more value out of my limited marketing program dollars each year?” is by automating and adding AI to how that job is done, not adding people and more Google ad dollars.

Business-side literacy creates pull rather than push for AI adoption. Marketing, sales and operations teams start demanding AI capabilities because they see strategic value, not just efficiency gains.

Pitch AI as strategic expansion, not cost reduction

Data leaders have spent decades fighting perceptions that IT is just a cost center. AI offers the opportunity to change that narrative, but only if CDOs reframe the value proposition away from productivity savings.

“I am very disappointed that, given this new technology capability on a plate, as IT people and as data people, we immediately turn around and talk about productivity savings,” Thompson said. “What a waste of an opportunity.”

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The tactical shift: Pitch AI’s ability to remove headcount constraints entirely rather than reduce existing headcount. This reframes AI from operational efficiency to strategic capability. Organizations can expand market reach, enter new geographies and test initiatives that were previously cost-prohibitive. 

“It’s not about saving money,” Thompson said. “And if that’s mainly the approach that you have, then your company’s not going to win.”

Go vertical first, scale the pattern

Don’t wait for perfect horizontal data governance layers before delivering production value. Pick one high-value use case. Build the complete governance, data quality and literacy stack for that specific workflow. Validate results. Then replicate the pattern to adjacent use cases.

This delivers production value while building organizational capability incrementally. 

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“I think this space is moving so quickly that if you try and solve 100% your governance problem before you get to your semantic layer problem, before you get to your glossary of terms problem, then you’re never going to generate any outcome and people are going to lose patience,” Thompson said.

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Sony won’t bring back the Vita, but Anbernic did

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Sony seems to have moved on from the PlayStation Vita, but its influence clearly hasn’t gone anywhere.

Anbernic has just unveiled the new RG Vita and RG Vite Pro, which are two handheld gaming consoles that feature a design inspired by the PS Vita. From the wide layout to the button placement and overall aesthetic, these pay homage to Sony’s last true portable console.

But these aren’t a one-on-one copy, and rather serve as a modern take on the Vita idea.

Everything you need to know about the Vitas

The lineup consists of two variants, namely the RG Vita and RG Vita Pro.

The standard Vita is a more affordable option that featurse a 5.46-inch IPS display with 720p resolution, powered by a Unisoc T618 chipset, paired with 3GB of RAM and 64GB of storage. On the other hand, the RG Vita Pro steps things with a slightly taller 1080p IPS display, a more capable Rockchip RK3576 processor, 4GB RAM, and the same expandable storage support via microSD.

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Both models are powered by a 5,000mAh batteries that promise to offer several hours of gameplay.

Built for retro, but doesn’t stick to the past

Anbernic’s new RG Vita series is a throwback to a great age in game, but it isn’t just about nostalgia.

The consoles supports Android (and Linux on the Pro), which allows it to run Android games and the emulators for consoles like PS2, PSP, GameCube, and more. So it is a lot more versatile than its original inspiration. Anbernic is even adding modern touches like WiFi, Bluetooth, USB-C output, and even AI-based features like real-time translate and in-game assistance tools.

That said, this isn’t aiming to be a true successor to the PS Vita. Performane is aimed more at emulation and casual Android gaming rather than running modern AAA titles.

Anbernic has yet to confirm the official pricing, but the devices are expected to land in the budget to mid-range handheld category.

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Sony wants to mount your phone on a DualSense controller, and it could change how you game

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Sony wants to use your phone as a secondary input for a PlayStation controller, and it might actually change how we play games. 

Gaming controllers have come a long way, but let’s be honest, they haven’t changed that much at all. Sure, we got haptic feedback, adaptive triggers, and TMR sensors, but the core design and gameplay have remained the same for decades. Sony might be about to change that, and the solution is your phone.

As reported by CheatHappens, a newly discovered Sony patent describes a hybrid input system that attaches your smartphone to a PlayStation controller using a magnetic attachment unit. 

The phone essentially becomes a second controller, giving developers access to its cameras, gyroscope, touchscreen, and other sensors to create entirely new gameplay experiences.

What’s the need for this patent?

The patent makes an interesting argument. Traditional controllers are excellent for certain game genres, such as racing titles, where physical buttons and triggers shine, but they’re not ideal for first-person shooters.

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By mounting a phone onto the controller, developers get access to a much wider variety of inputs, making the hybrid system more versatile across all game genres.

The possibilities are exciting. Developers could use the phone’s camera for in-game avatar customization, leverage motion sensors for spatial awareness, or display extra gameplay data directly on the phone.

Is this just a concept or could it become a reality?

That’s the big question. Sony has filed several unconventional patents in recent years, and most of them haven’t seen the next stage. It’s not just Sony; on average, only 2–5% of patents that are filed actually materialize into a real product, so the probabilities are not in favor. 

However, this patent has several advantages that could help it reach the market. It doesn’t require new hardware, the attachment mechanism should be straightforward, and the potential benefits for gamers are real. 

If Sony can make this work, it could genuinely add more depth to console gaming without asking players to buy an extra accessory.

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3D Printed Wire Stripper Uses PLA Blades

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One might think that [Da_Rius]’s mostly 3D printed wire stripper would count its insulation-shearing blades among the small number of metal parts required, but that turns out to not be the case. The blades are actually printed in PLA, seem to work just fine for this purpose. (We imagine they need somewhat frequent replacement, but still.)

Proper wire strippers are one of the most useful tools for a budding electronics enthusiast, because stripping hookup wire is a common task and purpose-built strippers make for quick and consistent results.

As far as tools go they are neither particularly expensive nor difficult to source, but making one’s own has a certain appeal to it. The process of assembling the tool is doubtless a rewarding one, and it looks like it results in a pretty good conversation starter if nothing else.

As mentioned, the tool is mostly 3D printed and does require some metal parts: fasteners, heat-set inserts, and a couple springs. Metal nuts and heat-set inserts are easy enough to obtain, but springs of particular size and shape are a bit trickier.

It is perfectly possible to make custom springs, and as it happens [Da_Rius] already has that covered with a separate project for using a hex key and printed jig to make exactly the right shapes and sizes from pre-tempered spring wire.

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A little-known Croatian startup is coming for the robotaxi market with help from Uber

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Mate Rimac, the founder of Croatian electric vehicle maker Rimac Group, started working on electric robotaxis seven years ago. Now, part of his vision is coming to fruition through a strategic partnership between Uber, Chinese autonomous vehicle company Pony.ai, and his own robotaxi startup Verne.

The three companies announced plans Thursday to launch a commercial robotaxi service in Europe, starting in Zagreb, Croatia. Pony.ai will supply the autonomous driving system and a robotaxi called the Arcfox Alpha T5 that was developed with Chinese automaker BAIC. Verne will own and operate the fleet, and Uber will provide its vast ride-hailing network.

The ride-hailing giant also indicated it intends to invest an undisclosed amount into Verne and support future expansion as a strategic partner.

The companies didn’t provide a specific launch date for the commercial service, though on-road testing in Zagreb — where Rimac Group is based — is already underway.

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Verne doesn’t have the same name recognition as Waymo or Tesla — at least not in the United States. But it has the same outsized ambitions.

Verne started in 2019 as a project called Project 3 Mobility (or P3) within Rimac Group, a growing ecosystem of companies that includes hypercar maker Rimac Bugatti, Rimac Energy, and Rimac Technology. Mate Rimac holds a 23% stake in the group.

There were occasional updates about the project, but it wasn’t until July 2024 — when Verne launched with 100 million euros in funding — that the public got a more detailed look at its plans.

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Rimac’s vision has always been for Verne to operate an urban robotaxi service with purpose-built two-seater electric vehicles. That might sound like an odd mission for the person behind the Nevera, an electric hypercar that starts around $2.2 million. But as he explained to this reporter a couple of years ago, Rimac was never interested in making a high-volume EV that humans would drive — precisely because he believes that autonomous vehicle technology will make that business obsolete.

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“It will take a while, but it’s coming; I’m sure about that,” he’d told me at the time.

Verne isn’t developing its own self-driving system. Instead, the company is focused on the urban electric vehicle, the ride-hailing app, and the back-end infrastructure to manage the fleet, including cleaning and maintenance.

Verne plans to produce its robotaxi EVs at a new factory in Lučko, Croatia, expected to begin operations later this year.

Verne hasn’t launched the two seaters yet, nor did it provide an update on the vehicles in its announcement with Uber and Pony.ai. The company said in November that it had produced and tested 60 verification prototypes.

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For now, the Verne robotaxi service will use the Pony.ai-BAIC vehicle, the Arcfox Alpha T5. Users will be able to hail one via Uber as well as through Verne’s own app.

Verne is starting small with its commercial launch, but it has plans to scale to a “fleet of thousands of robotaxis over the next few years,” according to Thursday’s announcement. And its aspirations go far beyond the borders of Zagreb, the capital of Croatia and home to Rimac Group.

“Europe needs autonomous mobility that can move from testing to a real service,” said Verne CEO Marko Pejkovic, in a statement. “At Verne, we are bringing together the technology, platform, and operational capabilities required to make this a reality, starting in Zagreb before expanding to new markets.”

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Which Education Jobs Are Growing the Fastest? Mostly Non-Classroom Roles.

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The approach of a new school year conjures images of teachers preparing their classrooms and principals greeting students as they walk through the doors on the first day of classes.

But federal data shows that the education jobs that will see the most growth over a decade are supporting roles like substitute teachers, therapists and technologists.

The findings are bracketed by changes in student enrollment and the ending of federal school emergency funds, which are reshaping school districts’ staffing outlooks. School districts across the country continue to grapple with millions in budget deficits, leading to hundreds of job cuts in some cases.

Recent reports show that schools are likely to struggle to fill the most in-demand roles.

Highest-Growth Areas

Looking at 10 education roles that will gain the most net jobs by 2034, short-term substitute teachers top the overall rankings with an increase of more than 10,000.

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Malia Hite says that Utah is among the states that will see an increase in jobs for teacher assistants and paraeducators, who will specifically support student behavior and early literacy, thanks to an infusion of state and federal funds. Hite serves as the Utah State Board of Education’s executive coordinator of education licensing.

She adds the caveat that it’s tough to attract candidates to those roles, particularly in early childhood education — a problem felt strongly around the country.

“However, I will say that those positions, because those positions are typically an entry-level position with a low wage or part-time, they’re hard positions to fill,” Hite says. “Even in the current job market, [where] it’s hard to find positions, we’re still seeing openings in our paraeducator job market statewide. Some of them are making $9 an hour, so why would I do that when I can go somewhere else and make $15 in an entry-level position?”

Hite is cautious when talking about education growth overall because it’s not equal among sectors. Increased demand is expected for non-teacher and non-administrator staff like speech language pathologists, social workers and occupational therapists, she says.

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“This is now our second year that we’ve seen a decrease of student enrollment, and so that means we need fewer teachers, there’s less funding, and so we’re seeing a lot of things like schools close,” she explains. “So in that way, there’s no way that education jobs are going to grow.”

A report from the Consortium for School Networking, a professional organization for K-12 tech leaders, found that schools struggle to retain IT staff across all specialities and levels. Among school leaders that it polled, 16 percent said they were in danger of losing IT staff due to the winding down of federal relief money that was allocated to schools during the pandemic.

Health Workers In Demand

The rest of the list, however, is filled by health therapy roles and technology roles. A recent analysis by staffing company ProTherapy predicts physical therapist assistants, speech-language pathologists and physical therapists will be the most in-demand education jobs of 2026 and continue to see double-digit percentage growth.

Schools employ physical therapists and assistants to ensure that students with disabilities can participate in school activities to the fullest extent, while speech language pathologists help students with communication disorders.

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Dakota Long, who headed ProTherapy’s 2026 School Workforce Demand Index, says these jobs are growing in demand because schools are aiming to identify students with disabilities and set up interventions as early as possible, as early as age 3 in some schools.

But another factor in the demand for these specialists – physical therapist assistants, in particular – is the job market they are graduating into.

While teacher graduates are overwhelmingly likely to work in the classroom, newly minted health care workers can be wooed by jobs in hospitals, clinics and home health agencies in addition to schools.

“From my perspective in working with schools, they’re wanting to identify those things early on,” Long says, “that way they can provide the best services for these kiddos before it gets to age 7, 8, and then they realize, ‘Oh gosh, we could have been supplying these services earlier.’ So you have early intervention, more kiddos needing these services, but then employees that could be taking on these roles have a lot of different options, as well.”

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Hite says that while non-teacher jobs are expected to increase in Utah, though realistically not by as much as ProTherapy’s projections, some nuance is required when looking at what the growth rates mean.

“If I look at the subsector of audiologist, we had two [full-time employees] six years ago, and now we have 11,” she says, an increase of more than five-fold. “We’re talking about 10 people.”

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The Casey Means Surgeon General Nomination Appears To Be In Trouble

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from the ruh-roh dept

It’s somewhat stunning to realize that the United States has been operating with Surgeon Generals that are merely “acting” in the role or “performing the duties of” since January 20th of 2025. The last Senate-confirmed SG was Dr. Vivek Murthy. The current nominee from the Trump/Kennedy team is Dr. Casey Means. This nomination has been languishing since May of last year. There has been plenty of pushback on her, due largely to her current profession as “wellness influencer” and the fact that she didn’t complete her residency and doesn’t have a license to practice in any of our 50 states.

She recently went before the Senate for her confirmation hearing and it, um, didn’t go all that well. As a result, it appears her nomination is very much in trouble. There are several GOP senators who are publicly expressing doubts about her, perhaps none more important then Bill Cassidy.

Senators Bill Cassidy (R-La.), Susan Collins (R-Maine), Lisa Murkowski (R-Alaska), and Thom Tillis (R-N.C.) all expressed concern in a confirmation hearing last month about her potential role and appear to remain doubtful. Just one of those senators may be enough to block her nomination from advancing beyond the Senate Health Committee.

Afterward, Senators Collins and Murkowski both said they still had questions. Murkowski also said she had “strong reservations” about Means’ nomination and that, as of last week, that opinion hadn’t changed, according to the Post.

So why did the confirmation hearing go so poorly? For some reasons you’d expect, and some you probably didn’t. Means mostly ducked questions about vaccines, giving interested senators no idea where she actually lands on the issue. There were also perfectly reasonable questions about her qualifications, given that she is not currently a practicing doctor of any kind. In her influencer career, she has mirrored much of what RFK Jr. has claimed about diet and exercise being the cure to most health issues, all while hocking your stereotypical supplements and magic potions.

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But then there are the drugs and the lunar-worship.

A book that she co-authored with her brother, titled Good Energy, considered by some to be the “MAHA bible,” contains a chapter titled, “Trust Yourself, Not Your Doctor.” She has also drawn criticism for writing about taking magic mushrooms, consulting a “spiritual medium,” and participating in “full moon ceremonies.”

I won’t say I’m against the use of psychedelics generally, but I typically don’t love hearing about how great they are from my doctor.

As we’ve talked about before, it has become very clear that Kennedy simply lied a whole bunch in his own confirmation hearings as to what he would do as Secretary at HHS, particularly when it comes to vaccines. The thing about lying to people like Bill Cassidy, though, is now Kennedy needs him to confirm his hand-picked ally for Surgeon General.

And unless Cassidy is far stupider than I think he is, you have to believe he isn’t going to let Lucy pull the football away at the last moment for a second time.

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Filed Under: bill cassidy, casey means, lisa murkowski, rfk jr., surgeon general, susan collins, thom tillis

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Samsung 2026 Neo QLED 4K TVs Announced: Pricing, Features, and AI Upgrades Detailed

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Samsung is expanding its dominance in the premium TV category with the official reveal of its 2026 Neo QLED 4K TV lineup, alongside a broader Mini LED TV range aimed at hitting more price points. The new Neo QLED series builds on Samsung’s Mini LED backlighting platform with updated AI-powered picture processing, refined local dimming, and an expanded smart TV ecosystem designed to compete directly with OLED and high-end LED rivals.

For 2026, Samsung is clearly doubling down on Neo QLED as its flagship 4K TV technology, positioning these models as the sweet spot between performance and price. With confirmed pricing, upgraded AI features, and deeper integration of its smart platform, the new lineup is engineered to appeal to both home theater buyers and mainstream shoppers who want high brightness, strong HDR performance, and a feature set that doesn’t feel stripped down.

What Is Samsung Neo QLED and Mini LED Technology

Samsung’s Neo QLED TVs are LCD-based displays that combine Mini LED full array backlighting with Quantum Dot technology. Quantum Dots enhance color range and accuracy, while Mini LED backlighting enables more precise light control, especially when rendering bright objects against dark backgrounds. When paired with HDR formats like Samsung’s HDR10+, this combination improves both color volume and overall dynamic range.

Samsung 2026 Neo QLED 4K TV Lineup 

For 2026, Samsung is offering two Neo QLED series, the QN80H and QN70H. Both feature 4K UHD resolution, the Tizen smart TV platform, expanded gaming support, and Samsung’s Vision AI Companion.

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QN80H

Screen sizes for the QN80H series range from 55 to 100 inches, while the QN70H series spans 43 to 85 inches. Between the two, there’s a size that fits just about any room and viewing distance without forcing you into a compromise.

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QN70H

Key Features

Both series are built to deliver a cinematic 4K UHD experience, using AI upscaling to enhance everything you watch with scene-by-scene clarity. The QN80H is powered by Samsung’s NQ4 AI Gen2 Processor, while the QN70H uses the NQ4 AI Processor, both designed to refine detail, contrast, and overall image precision.

Features like Real Depth Enhancer help separate foreground elements for a more three-dimensional look, improving focus on the main subject. AI Customization Mode takes things a step further, allowing users to select preferred picture settings by genre during setup, with the TV automatically adjusting image quality in real time based on detected content.

For speech clarity, the Samsung Neo QLED 4K TVs incorporate the Active Voice Amplifier. This boosts dialogue or key sound effects. Also, the QN80H series incorporates Dolby Atmos, which provides more sound immersion. 

Also, with Q Symphony, the QN80H and QN70H can be combined with compatible Samsung soundbars and Wi-Fi speakers to operate as a single, coordinated sound system rather than isolated components.

Gaming support is extensive with Samsung’s Gaming Hub, AI Auto Game Mode, Cloud Gaming, and Motion Xceleration on both series.

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Samsung’s Vision AI experience, anchored by the Perplexity TV App, takes AI on TVs beyond simple voice commands or video enhancements by combining AI audio/video processing, Bixby voice control, Tizen Smart TV integration, and Knox Security into a single, seamless ecosystem.

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qn80h-qn70h-tvs-side-profile
QN80H (left) vs. QN70H (right)

Comparison

Keep in mind that while the QN80H and QN70H share many core features, there are some key differences. We’ve included a detailed comparison chart below to make those distinctions easier to see.

Samsung Model QN80H QN70H
Product Type Neo QLED TV Neo QLED TV
Screen Size (Diagonal Inches) 55, 65, 75, 85, 100 43, 50, 55, 65, 75, 85
Price

(55) $1,299
(65) $1,599
(75) $1,999
(85) $3,299

(100) $5,499

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(43″) $599
(50″) $749
(55″) $899
(65″) $1,199
(75″) $1,499
(85″) $2,299
Refresh Rate 144Hz (VRR Support) 60Hz
Lighting Technology Quantum Mini LED Quantum Mini LED
Display Resolution 4K (3840 x 2160) 4K (3840 x 2160)
Anti Reflection N/A N/A
Depth 2″ 1″
Dimming Technology: Supreme Mini LED Dimming Supreme Mini LED Dimming
Processor NQ4 AI Gen2 Processor NQ4 AI Processor
Upscaling 4K AI Upscaling 4K AI Upscaling
Variable Refresh Rate (VRR) Yes Not Indicated
Motion Handling Motion Xcelerator 144Hz Motion Xcelerator
Contrast Enhancer Real Depth Enhancer Yes
Color Quantum Dot Display 100% Color Volume with Quantum Dot
Color Booster Pro Pro
HDR (High Dynamic Range) Neo Quantum HDR+ Neo Quantum HDR
HDR10+ Yes (Adaptive, Gaming, Advanced) Yes (Adaptive)
Auto HDR Remastering Yes
Adaptive Picture AI Customization
AI Optimized
AI Customization
Supersize Picture Enhancer 100″ & 85″ only
Bluetooth Version 5.3 5.3
Wi-Fi Yes (Wi-Fi 6E) Yes (Wi-Fi 6E)
HDMI Inputs 4 3
HDMI Maximum Input Rate 4K 144Hz (for HDMI 1/2/3/4) 4K 60Hz (for HDMI 1/2/3)
HDMI Audio Return Channel eARC eARC
HDMI-CEC Yes Yes
USB Ports 2 x USB-A 2 x USB-A
Ethernet (LAN) Yes Yes
Digital Audio Out (Optical): Yes Yes
RF Connection Yes Yes
RS-232C Input Yes Yes
Gaming Support Yes Yes
Samsung Vision AI Yes Yes
TV Art Features Art Mode: NA 
Art Store: Yes
Art Mode: NA 
Art Store: Yes
Operating System One UI Tizen One UI Tizen
Free Ad-Supported TV Samsung TV Plus Samsung TV Plus
Smart Home Connectivity SmartThings, Matter, IoT-Sensor Functionality SmartThings, Matter, IoT-Sensor Functionality
Smart Assistants (Built-In) Bixby, Alexa Bixby, Alexa
Smart Assistants (Works with) Google Assistant Google Assistant
Far-Field Voice Interactions Yes Yes
Web Browser Yes Yes
Samsung Health Yes Yes
Multi-Device Experience TV to Mobile
Mobile to TV

TV initiates mirroring
Sound Mirroring

Wireless TV On

TV to Mobile
Mobile to TV
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TV initiates mirroring
Sound Mirroring

Wireless TV On

Multi-View Up to 2 videos Up to 2 videos
Works with Apple AirPlay Yes Yes
Works with Google Cast Yes Yes
Daily+ Yes Yes
Now Brief Yes Voice/User Detection Yes Voice/User Detection
Workout Tracker Yes Yes
Audio  2-channel Speaker System
30 Watts Output
Object Tracking Sound Lite (OTS)
Q-Symphony
Active Voice Amplifier (AVA)
Adaptive Sound Pro
Karaoke Mic
Galaxy Earbuds Auto Switch
Dolby Atmos
360 Audio
2-channel Speaker System
20 Watts Output
Object Tracking Sound Lite (OTS)
Q-Symphony
Active Voice Amplifier (AVA)
Adaptive Sound Pro
Karaoke Mic
Galaxy Earbuds Auto Switch
Multi-Control Yes Yes
Storage Share Yes Yes
TV Design Solidity AirSlim
Bezel Type 3 Bezel-less 3 Bezel-less
Front Color Titan Black Black
Stand Type Round Feet Aero Linear
Stand Color Black Titan Gray
Adjustable Stand: Yes Yes
Security Knox Vault: N/A 
Knox Security: Yes
Knox Vault: N/A 
Knox Security: Yes
Remote Control BT Simple Remote TM2280A with batteries BT Simple Remote TM2280A with batteries

The Bottom Line 

Samsung’s 2026 Neo QLED 4K lineup makes a very clear statement: 4K is the priority, not 8K. With improved AI processing, Mini LED backlighting, and Quantum Dot color, these models focus on delivering higher brightness, better contrast control, and more consistent real-world performance across a wide range of screen sizes. Add in strong gaming support and a mature smart platform, and you’re looking at TVs that cover both home theater and everyday streaming without feeling compromised.

What’s missing? No 8K options in this tier, and if you want Samsung’s absolute best display tech, you’ll need to step up to Micro RGB LED or MicroLED—and pay accordingly. On the flip side, if these stretch your budget, Samsung’s Mini LED models offer a more affordable alternative with fewer refinements. The Neo QLED range sits right in the middle: ideal for buyers who want premium performance, large-screen flexibility up to 100 inches, and modern features without venturing into ultra-luxury pricing.

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Availability & Pricing

Samsung’s 2026 Neo QLED 4K TVs are available now at the following prices:

QN80H Series

 QN70H Series

For more information, visit the Samsung Product Page.

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I Review Routers for a Living. Don’t Buy a Router Right Now

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Key takeaways:

  • The FCC has banned the sale of new foreign-made routers in the US, and this sweeping order applies to virtually every Wi-Fi router currently available in the US market.
  • My expert advice is to hold off on purchasing a new router if you can. 
  • Under the current rules, banned routers will no longer receive essential security firmware and software updates after March 1, 2027. 
  • The FCC’s action has effectively frozen the entire market while router companies scramble to gain approval. 
  • More specific information on which router companies will be subject to the ban is expected to become clearer within the next month or two. 

In my eight years of writing and reviewing broadband and routers, I’ve rarely seen news that I would describe as unprecedented. The FCC’s recent decision to ban foreign-made routers is absolutely unprecedented.

The sweeping order applies to any router in which any stage of “manufacturing, assembly, design and development” occurs outside the US — in other words, just about any router you can buy right now. The FCC order says that foreign-made routers pose “unacceptable risks” to national security.

The ban doesn’t apply to routers that were already authorized by the FCC — that is, every router that’s currently for sale in the US — and will only impact new models that haven’t been approved yet. That means every router that was available before the order is still available today, and router companies can still restock them using their existing manufacturing processes. 

Essentially, the FCC is freezing the entire router market. As William Budington, a technologist for the digital rights nonprofit Electronic Frontier Foundation, put it to me, “This is using an extremely blunt instrument.”

Where previous FCC bans have been limited to specific companies, such as last year’s push to ban TP-Link routers, this one affects an entire industry. So where does that leave someone who needs a new Wi-Fi router? Should you buy a model you’ve had your eye on in case it sells out? Or is it better to wait and see which companies the FCC considers foreign-made?

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I know what I would do, but I gut-checked my advice with some industry experts. Turns out, we agree. 

My advice: Hold off on buying a new router for now

When I first saw the FCC’s announcement, I couldn’t stop thinking about how much chaos this would introduce to the US router market. As I tried to tease out which manufacturers would count as “foreign-made,” it quickly became clear how deeply international the supply chains for routers are. 

Understanding the scope of the ban

Take Netgear. While it’s a US-founded and headquartered company, it manufacturers routers in Vietnam, Thailand, Indonesia and Taiwan. With the exception of Starlink — the company says its newer routers are made entirely in Texas, according to the BBC — I couldn’t find a single router brand that’s homegrown. 

I don’t have any issues recommending routers that were manufactured abroad. After all, they’d already gone through the FCC’s authorization process, and I haven’t seen convincing evidence that any one router brand has more hardware vulnerabilities than another. 

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Thomas Pace, CEO of cybersecurity firm NetRise, told me last year during an interview about the potential TP-Link ban: “We’ve analyzed an astonishing amount of TP-Link firmware. We find stuff, but we find stuff in everything.”

I just finished testing, reviewing and rating over 30 routers, and after years of resistance, I finally concluded that Wi-Fi 7 routers are worth the money for the speeds you get. While I stand by my recommendations, with this ban in place, the router you buy today may not be any good in a year. 

The future-looking security risk

Then I saw the FCC’s Public Notice on the ban, which specifies that manufacturers can continue providing software and firmware updates “at least until March 1, 2027.” That means if you own a foreign-made router — if you own any router, in other words — it won’t be able to get security patches after that deadline. 

That’s why I think the wise move here is to wait on buying one if you can. Keeping your router’s firmware up-to-date is an essential part of securing your home network. If you buy from a router company that doesn’t get an exemption from this ban, you risk having an unsecured device a year from now. 

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It’s an ironic side effect of an order that is ostensibly designed to keep Americans safer: They may no longer be able to get the latest security fixes.  

“If you’re limiting the ability of people to get security updates, then you’re making the problem worse, not better,” Alan Butler, senior counsel at the Electronic Privacy Information Center, told me. “A lot of those routers are going to turn into pumpkins in a year unless they extend this waiver.”

By saying you can update your firmware “at least until March 1, 2027,” the FCC does leave some wiggle room for an extension. But until we know more about which companies the FCC considers foreign-made and which will be exempt, I wouldn’t feel comfortable recommending spending money on a new router right now. 

Advice for immediate router needs  

If your old router stopped working, I’m not going to tell you to wait for clarity from the FCC to get back on Wi-Fi — the timeline for concern is more in years than months. A good compromise might be to buy an older budget router rather than the latest Wi-Fi 7 model you’ve had your eye on. But if you can afford to wait a month or two, it’s worth exercising some caution. 

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“I do think this is going to become a mess very quickly,” Butler said.

This is the messiest point in the process we’re likely to see. As the dust settles in the coming weeks, we’ll likely have better information on which routers will still be safe to use a year from now. 

black-wifi-router

TP-Link is one of the most popular router brands in the US, and the subject of several 2025 government investigations.

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Gianmarco Chumbe/CNET

Expert opinion: Is your current router still safe to use?

When I polled four cybersecurity experts, I was surprised to find that they were generally in favor of the FCC taking action to protect router security in theory, but critical of the execution. 

“It’s going to impact many harmless products in order to stem a real problem,” Budington said.  “It’s also not particularly well-targeted, since routers are only one part of the problem, along with IoT devices.”

The concern for national security risk 

The FCC says that routers produced abroad were “directly implicated” in the Volt, Flax and Salt Typhoon cyberattacks. These attacks aren’t necessarily targeting an average person’s data, but they can turn your router into a tool to be used in malicious attacks. 

“The individual user who owns the router probably doesn’t even know anything about it,” Butler said. “It’s happening in the background without their knowledge, and it’s not necessarily affecting them directly in any way that they can notice.” 

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In the Salt Typhoon attack, hackers gained access to data from millions of people through their internet providers, aiming to gain access to information from court-authorized wiretaps. It was a particularly bold instance of a tried-and-true hacker approach called “spray and pray”: Find default login credentials and try them on as many connected devices as you can. 

“It can be only one router out of 5,000, but that one can be a bingo,” Sergey Shykevich, a threat intelligence manager at Check Point Research, told me about these types of attacks. “It’s mostly just easy. In many cases, you don’t have to be a very sophisticated actor, or even nation-state, in order to be successful.”

How you can secure your router right now 

It’s just as easy for hackers to gain access through a router’s default credentials as it is for you to change your own settings. Most routers have an app that lets you update your login credentials from there, but you can also type your router’s IP address into a URL. These are different from your Wi-Fi name and password, which should also be changed every six months or so. It’s also a good idea to keep your firmware updated, which you can do automatically in your router’s settings or by manually downloading updates in your router’s app or web portal.

When will we know more?

I wish I could point to another time when the FCC ordered a blanket ban on an entire category of consumer products, but nothing like this has happened before. Manufacturers can apply for “Conditional Approval,” and they are likely scrambling behind the scenes to make the cut. When I reached out to the FCC for more clarity on the order, I was referred to the commission’s “Covered List” FAQ page.

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My best guess is that we’ll learn more specifics on which companies are banned in the next month or so — an estimate that was echoed by two industry observers I spoke with. But the wait could be even longer. Budington told me he thinks router companies might wait until the ban is lifted rather than hustle to try to move their entire supply chains to the US. 

No matter how it shakes out, we’ll likely look back on this as the most chaotic chapter of the router ban story. Unless you need a new router immediately, there’s a good chance you’ll be able to make a more informed decision a month from now. 

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