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Claude just beat ChatGPT on the App Store, and the reason is surprising

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Anthropic’s Claude has surged past ChatGPT on the App Store charts, marking one of the most dramatic shakeups yet in the consumer AI race. As reported first by CNBC, Claude jumped to the top download spots shortly after controversy erupted around AI partnerships with the U.S. Department of Defence.

The timing has raised eyebrows across the tech industry. While AI app rankings often shift based on new features or marketing pushes, this spike appears tied to public reaction and growing debate around how AI companies work with governments. The result: a sudden wave of interest in alternatives. The surge highlights how quickly public perception can influence the AI market. Just months ago, ChatGPT dominated the charts almost uncontested. Now, the rankings are becoming far more competitive.

A controversy-fueled download boost

The rise of Claude appears closely linked to the broader debate over AI’s role in defence and national security. Reports say the recent Pentagon-related controversy sparked heightened public scrutiny, pushing many users to explore alternative AI tools.

Claude just overtook ChatGPT as the #1 free app in the US App Store

not because of a new feature. because people found out OpenAI is deploying AI through Pentagon classified networks

turns out where your AI draws its ethical lines actually matters to people

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interesting moment

— Minchy Cheng (@MCheng22202) March 1, 2026

Anthropic’s positioning has played a role here. The company has repeatedly emphasised strict usage policies that prohibit domestic surveillance and lethal autonomous weapons. That message has resonated with some users looking for reassurance about how AI is deployed. At the same time, the spike in downloads shows how quickly public trust and brand perception can shift in the AI space. In fact, it has given rise to the “Cancel ChatGPT” trend on social media, which has further amplified public discussion around AI ethics and government partnerships.

Claude’s rise shows that the AI chatbot market is no longer dominated by a single player, as users now have multiple strong options and are willing to switch based on sentiment and trust. Technical performance alone is no longer enough, and transparency & public confidence matter just as much, making the AI leaderboard more volatile than ever.

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WWDC 2026 to introduce Core AI as replacement for Core ML

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Apple is expected to push its Gemini-trained Apple Foundation Models and new chatbot-like Siri functions during WWDC, but Core ML could also see an update to Core AI to emphasize the priority shift.

A hand holding the blue iPhone 17 Pro Max, the camera plateau emphasized with three large cameras. The background is blurred.
iPhone 17 Pro Max will be an AI powerhouse thanks to its feature set

Core ML is a framework that allows developers to implement machine learning technology into their apps. In recent years, its functionality has spread to generative tools and AI.
According to the Power On newsletter, Apple is going to release a Core AI framework during WWDC 2026. It is a replacement for Core ML, though both frameworks could exist in tandem for some time.
Rumor Score: 🤔 Possible
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Lenovo’s wild foldable gaming handheld, Honor’s Robot Phone, and more

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MWC 2026 officially gets underway on March 2 and will continue through March 5, but the announcements are already pouring in ahead of its start. We can always count on the annual tech event to bring tons of new phones, laptops and tablets, and we’re expecting to see some robots and other gadgets too — plus plenty of AI news, of course. In addition to the announcements, MWC is our chance to get hands-on time with some of the most interesting new devices, like the Xiaomi 17 Ultra and Honor’s Robot Phone.

Engadget’s Mat Smith is on the ground in Barcelona, and we’ll be updating this story as the week goes on to keep you in the loop on everything that caught our attention. Keep checking back here for the latest MWC news.

Lenovo

How silly does this look when its flexible display is fully extended in portrait mode?

How silly does this look when its flexible display is fully extended in portrait mode? (Sam Rutherford for Engadget)

Lenovo pulled up to MWC with a bunch of new products and concepts, but if there’s one thing everyone’s going to be talking about, it’s the Legion Go Fold. (Check out Sam Rutherford’s coverage of the Legion Go Fold here). In short, the Legion Go Fold is a concept foldable gaming handheld with a flexible display that can unfurl to a massive 11.6 inches. Or, it can be folded in half to become a 7.7-inch display. It has detachable controllers, and there are multiple mounting points along the tablet so you can switch things up between landscape and portrait mode. The left and right gamepads can also be combined into one controller with an accessory, and the display can be propped up kickstand-style with the folio cover.

You think we’re done here? We’re not. The Legion Go Fold can go laptop mode too, with a strip of pogo pins where a wireless keyboard can be connected. Its right gamepad can serve as a mouse, thanks to the inclusion of a little scroll wheel and a hidden sensor. That gamepad also features a tiny circular OLED display below the buttons, which can both show widgets such as the time and be used as a touchpad.

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It is a concept, though, so don’t get your hopes up too much about this one going into production. And if it does ever become a real, buyable product, it’ll no doubt be expensive.

The Lenovo Modular AI PC concept is an ambitious mashup between a traditional clamshell and a dual-screen notebook with hot swappable ports.

The Lenovo Modular AI PC concept is an ambitious mashup between a traditional clamshell and a dual-screen notebook with hot swappable ports. (Sam Rutherford for Engadget)

Lenovo also announced its Modular AI PC concept — a laptop with two displays and a detachable keyboard. As Sam Rutherford, who got a chance to check it out in person, explained, “This allows you to move its keyboard and secondary display around at will, so the system can better adjust to its environment or workload.” Perhaps even more exciting is that it has hot swappable ports. Lenovo demonstrated it with USB-C, USB-A and HDMI connectors, but said others could be possible too.

Still, while everything looked pretty polished in the demo, Lenovo says this one will remain a concept.

The Lenovo Yoga 9i 2-in-1 Aura Edition Gen 11

The Lenovo Yoga 9i 2-in-1 Aura Edition Gen 11 (Lenovo)

It hasn’t all been concepts at MWC. Lenovo also refreshed some of its existing tablet and laptop lineups for 2026. The company introduced the Yoga 9i 2-in-1 Aura Edition Gen 11 (with the new Canvas Mode configuration), starting at $1,949, and the new 15.3-inch Yoga Pro 7a, which starts at $2,099. It’s updated its more affordable IdeaPad Slim 5i Ultra laptop ($799) as well. All of those new laptops come with Copilot+ features. For students, Lenovo is launching the 13-inch Idea Tab Pro Gen 2, starting at $419, with its Quira AI assistant and AI tools. You can find all the specs and release dates for those here.

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Honor

Honor's Robot Phone, a smartphone with a gimbal-mounted camera that folds out to sit on top of it, is shown on a stand at MWC displaying a live image of the reporters photographing it

The Robot Phone. (Image by Mat Smith for Engadget)

Honor teased its Robot Phone this past fall and we just finally got a proper look at it at MWC. And it’s pretty freakin’ cute. The phone is equipped with a camera that’s mounted on a highly mobile 4-degrees-of-freedom gimbal, which tucks away into a compartment on the back when it’s not in use (making for a pretty beefy camera bump). In a demo at MWC, the camera, which behaves like a little robot head, bobbed along to music and showed off some of its gesture skills, like cocking its “head” and nodding in agreement.

Honor didn’t reveal too much spec-wise, but the company says the primary camera uses a 200-megapixel sensor. The gimbal will offer three-axis stabilization, which will be coupled with camera modes such as Super Steady Video and AI Object Tracking. The Robot Phone isn’t quite ready for release at the moment, but the company says it will launch later this year.

Be sure to check out Mat Smith’s writeup on the Robot Phone for a more in-depth look.

Honor's humanoid robot is shown shaking hands with CEO James Li on stage at MWC

Honor’s humanoid robot. (Image by Mat Smith for Engadget) (Image by Mat Smith)

It’s not a humanoid robot reveal without some backflips and a choreographed dance performance. Honor introduced its robot at MWC with all the spectacle we’ve come to expect (though the bot didn’t do any talking).  It’s simply called the Honor Robot, and the company has plans for it to be used in both industrial and domestic settings.

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Honor Magic V6 in red pictured closed, showing the back camera (left) and open book-style, with the front display and back camera facing the viewer (right)

Honor Magic V6 (Honor)

The Robot Phone isn’t the only phone Honor showed off at MWC. The company also announced its Magic V6 smartphone, which it says is the thinnest phone in its category, measuring 8.75mm folded and 4.0mm open in the white colorway. The other three colors — black, gold and red — are slightly thicker, at 9mm folded and 4.1mm open.

Not too much has changed from the V5, though, which only came out in August 2025. It does however have the Snapdragon 8 Elite Gen 5, with 16GB RAM and 512 GB storage. As for the cameras, there are two 50-megapixel lenses and a 64-megapixel telephoto, plus a 20-megapixel f/2.2 selfie lens on the cover and internal display.

The international version of the Magic V6 will have a 6660mAh battery with 25 percent silicon content, while the version sold only in China will boast a battery with a rated capacity of more than 7000mAh and 32 percent silicon content. Honor hasn’t yet shared details about pricing and availability.

Honor MagicPad 4

Honor MagicPad (Honor)

Ahead of MWC, Honor also announced what it claims is the thinnest Android tablet in the world: the 4.8mm thick MagicPad 4. We’re expecting to hear more about this at Honor’s press conference on Sunday, but so far we know it features a 12.3-inch 165Hz OLED display and weighs just 450g. It comes with up to 16GB of RAM and 512GB of storage, and is powered by Qualcomm’s Snapdragon 8 Gen 5 chipset. The thinness doesn’t count the camera bump, Honor notes. The MagicPad 4 has 13MP rear and 9MP front cameras. It also boasts spatial audio, with eight speakers.

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Just as the display is slightly smaller than the previous MagicPad, the MagicPad 4 has a smaller battery at 10100 mAh. It comes with a 66W fast charger. The MagicPad 4 will run Honor’s MagicOS 10. We don’t yet know how much it will cost, but we’ll update this after Honor’s press conference (where we’re also expecting to see the company’s robot) with any new details.

Xiaomi x Leica

Mat Smith for Engadget

Xiaomi kicked off MWC this year by announcing the global launch of its 17 Ultra smartphone, which debuted first in China back in December. It’s unclear if the phone will ever come to the US, but it’s now rolling out in Europe. Xiaomi teamed up again with Leica to make a photography-focused smartphone, and the 17 Ultra sports a 1-inch 50-megapixel camera sensor with a f/1.67 lens, a telephoto setup with a 200MP 1/1.4-inch sensor, and a 50MP ultrawide camera. There’s also a manual zoom ring around the camera.

Check out our hands on for our first impressions of what it’s like shooting with the Xiaomi 17 Ultra. And there’s more to it than just the camera. The 17 Ultra has a 6.9-inch OLED 120 Hz display that peaks at 3,500 nits of brightness, and a 6000mAh silicon-carbon battery. The Xiaomi 17 Ultra starts at £1,299 (roughly $1,750).

Leica also announced a new phone made in partnership with Xiaomi at MWC. It looks a whole lot like Xiaomi’s 17 Ultra, but isn’t the 17 Ultra, exactly.

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Leica Leitzphone by Xiaomi hands-on at MWC 2026§

Leica Leitzphone by Xiaomi hands-on at MWC 2026 (Image by Mat Smith for Engadget)

Like the 17 Ultra, Leica’s Leitzphone by Xiaomi has a 1-inch camera sensor and physical controls for zoom and other settings, using a mechanical ring around the camera unit. It features a Leica-designed intuitive camera interface with the option to show just the essentials when you’re shooting, hiding all the modes and labels. There’s a monochrome shooting mode and Leica filters.

The Leica branding is splashed all over it in design and wallpapers, but it’s otherwise pretty similar to the 17 Ultra, with the same specs. Like the 17 Ultra, it has a Snapdragon 8 Elite Gen 5 chip and a 6.9-inch 120Hz display. This one’s priced at €1,999 (roughly $2,362).

The Xiaomi Pad 8 Pro

The Xiaomi Pad 8 Pro (Xiaomi)

In addition to the 17 Ultra, Xiaomi announced two new tablets at MWC this year: the Xiaomi Pad 8 and Xiaomi Pad 8 Pro. There’s nothing revolutionary here, but they’re lightweight and thin, with both being 5.75mm thick and weighing 485g, and have a 9200mAh battery. The Pro model is powered by a Snapdragon 8 Elite chip, while the regular Pad 8 uses the Snapdragon 8s Gen 4 chipset.

Xiaomi also unveiled a new 5000mAh powerbank, the UltraThin Magnetic Power Bank 5000 15W. The 6mm thick power bank comes in three colors with an aluminum alloy shell: orange, silver and charcoal gray. Along with that, the company introduced the Xiaomi Tag, its own take on the Bluetooth item tracker. The Xiaomi Tag has a built-in hanging loop so it can be attached directly to a keyring, and the company says it will work with both Apple Find My and Google’s Find Hub for Android.

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Tecno

Tecno

We can always expect to see some wild phone concepts at MWC, and this year we’re starting with one from Tecno. The company unveiled a modular concept smartphone design that can be as thin as 4.9mm in its base configuration. There’d be 10 modules to choose from based on the announcement, including various camera lenses, a gaming attachment and a power bank, relying on magnets to keep it all together — or Modular Magnetic Interconnection Technology, as Tecno is calling it.

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Honor says its ‘Robot phone’ with moving camera can dance to music

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Honor first teased its “Robot phone” with a movable camera arm earlier this year. Ahead of the Mobile World Congress (MWC) in Barcelona, the Chinese company provided more details about the device, including how the robot can respond to different situations without commands. The company said that it is planning to launch this device in the second half of this year.

Honor said that the robot also has a “personality” and can respond to you with “head shakes” and can also dance to the beat of music. The company noted that users can talk to the assistant on the phone through text and voice. Honor showed a video of a person asking for apparel suggestions, and the robot nodding or shaking to suggest an outfit.

The phone has a 200-megapixel camera on a moving robot three-axis gimbal with stabilization tech. The company said that the camera can smoothly rotate around and capture smooth videos and photos. It also has a Super Steady mode for video capture. The company said the phone can get cinematic shots through its Spinshot feature that makes the robot camera rotate by 90 or 180 degrees.

Image Credits: Honor

The robotic camera also allows for more fluid video calls that can track you through AI-powered object tracking. The tech is like Apple’s Center Stage on steroids if it works.

The company said that it developed its own micro motor to control the robotic camera’s movements. It noted that it used some techniques used in foldable phones to make the camera more sturdy and fit the four-degree-of-freedom gimbal system into the body of a phone. Honor said that it is using the same materials for the robotic arm as the Honor Magic V6’s hinge, with 2800 MPa tensile strength.

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Image Credits: Honor

Honor also released the Honor Magic V6 foldable with a 6,600 mAh battery, the Honor MagicPad 4 tablet, and the Honor MagicBook 14 laptop at its event.

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Baseus PicoGo AM52 Qi2.2 batteries review: multi-device charging & 25W MagSafe

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The Baseus PicoGo line has expanded with the AM52 Qi2.2 MagSafe battery packs, which bring more features and faster speeds to the pocketable chargers. One even has a built-in cable.

A thick black battery pack with an attached cable laying on a blue iPhone Pro Max, which is laying facedown on a brown couch
Baseus PicoGo AM52 review: 10,000 mAh packed as small as it can get

I already compared the fall lineup of Baseus battery packs to Apple’s odd iPhone Air MagSafe Battery, so there’s no need for it today. The two I’m reviewing are massive 10,000 mAh batteries packed in what qualifies as a “slim” case.
The Baseus PicoGo AM52 power bank is Qi2.2 certified and MagSafe compatible. One has an integrated cable and the other doesn’t.
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IEEE Presidents Note: A Modern Renaissance in Tech

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Consider a powerful parallel between the advancements made during the Renaissance and the developments made by today’s engineers.

The Renaissance was a uniquely fertile era. Its ethos of curiosity and creativity fostered unprecedented collaboration across disciplines. Artists, scientists, philosophers, and patrons engaged in a shared pursuit of human potential, beauty, and advancements in art, science, and literature.

But the Renaissance wasn’t just a cultural awakening. It was a systems-level transformation: a convergence of disciplines, minds, and methods that redefined what humanity could achieve. And in many ways, it mirrors the collaborative spirit we strive for within our IEEE communities.

Collaboration Is a Catalyst

During the Renaissance, breakthroughs didn’t happen in isolation. They emerged from intersections of different disciplines. Collaboration was the norm: Artists worked with mathematicians to perfect their creations’ accuracy, and architects consulted astronomers to design buildings that reflected celestial order. It was interdisciplinary design thinking centuries before the concept was given a name.

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It is at the intersections where disciplines and communities meet that the sparks of transformation ignite. The intersection of engineering and medicine gives us lifesaving devices. The intersection of computing and art produces immersive experiences from virtual, augmented, and mixed reality technology that expands human imagination. The intersection of policy and technology ensures ethical innovation. The outcomes of these crossroads remind us that progress is rarely linear. It is woven from the threads of various expertise, perspectives, and values.

When we collaborate across specialties, from electrical and biomedical to aerospace and software, we unlock new possibilities. And when we engage with industry, educators, policymakers, standard developers, and the public, we elevate those possibilities into solutions. We do it together, because no single engineer or technologist, and no one discipline can solve all the challenges we face.

The Renaissance teaches us that collaboration is a catalyst for advancing society. And so, I ask: What if we are living in a new, modern renaissance?

What if our members are today’s da Vincis, designing systems that serve humanity? What if our volunteers are modern-day patrons, investing time, talent, and heart into building a better world? What if our students and young professionals are the architects of tomorrow’s breakthroughs, fluent in computer code, ethics, and global impact, ready to collaborate across borders, sectors, and disciplines?

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What if our conferences, technical standards, and humanitarian technologies are the printing presses of our time, disseminating knowledge, sparking dialogue, and scaling solutions? What if our collective imagination is the canvas upon which the next century of innovation will be painted?

And what if, like the Renaissance, our era is defined not only by invention but also by intersection, where many voices and perspectives converge to shape technologies that reflect humanity’s full spectrum?

Imagine engineers working together with ethicists to ensure responsible AI; with environmental scientists to safeguard our planet; and with local communities to design solutions that solve their challenges. Also imagine engineers partnering with disaster relief agencies to design real-time systems, restore communication networks, and deliver lifesaving technologies when survivors need them most.

So let us think like Renaissance creators. Let us design with empathy and collaborate across boundaries. Let us honor that legacy by not just preserving the past but also by building systems that empower the future for everyone.

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When we unite technical excellence with human purpose, we don’t just innovate; we elevate. And in doing so, we carry forward the timeless truth of the Renaissance: Humanity’s greatest achievements are born not from isolation but from intersection and connection.

—Mary Ellen Randall

IEEE president and CEO

Please share your thoughts with me: president@ieee.org.

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GameSir G7 Pro review: brilliant customizability and personality

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Why you can trust TechRadar


We spend hours testing every product or service we review, so you can be sure you’re buying the best. Find out more about how we test.

GameSir G7 Pro: one-minute review

GameSir is a controller brand that’s only gone from strength to strength over the last few years. Reliably offering forward-thinking controllers for Xbox and Switch consoles as well as PC and mobile, they’re (typically) competitively priced and offer more features and longevity than even first-party gamepads.

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Norway’s Consumer Council Calls for Right to Repair and Antitrust Enforcement – and Mocks ‘Enshittification’

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The Norwegian Consumer Council, a government funded organization advocating for consumer’s rights, released a report on the trend of “enshittification” in digital consumer goods and services, suggesting ways consumers for consumers to resist. But they’ve also dramatized the problem with a funny four-minute video about the man whose calls for him to make things shitty for people.

“It’s not just your imagination. Digital services are getting worse,” the video concludes — before adding that “Luckily, it doesn’t have to be this way.” The Consumer Council’s announcement recommends:

  • Stronger rights for consumers to control, adapt, repair, and alter their products and services,
  • Interoperability, data portability, and decentralisation as the norm, so the threshold for moving to different services becomes as low as possible,
  • Deterrent and vigorous enforcement of competition law, so that Big Tech companies are not allowed to indiscriminately acquire start-ups, competitors or otherwise steer the market to their advantage,
  • Better financing of initiatives to build, maintain or improve alternative digital services and infrastructure based on open source code and open protocols,
  • Reduce public sector dependence on big tech, to regain control and to contribute to a functioning market for service providers that respect fundamental rights,
  • Deterrent and consistent enforcement of other laws, including consumer and data protection law.

The Norwegian Consumer Council is also joining 58 organisations and experts in a letter asking the Norwegian government to rebalance power with enforcement resources and by prioritizing the procurement of services based on open source code. And “Our sister organisations are sending similar letters to their own governments in 12 countries.”

They’re also sending a second letter to the European Commission with 29 civil society organisations (including the EFF and Amnesty International) warning about the risks of deregulation and calling for reducing dependency on big tech.


Thanks to Slashdot reader DeanonymizedCoward for sharing the news.

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Windows 11 hits 72% share as Windows 10 fades, but not everyone is happy

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But this shift in Windows adoption looks less like a wave of enthusiastic upgrades and more like a forced march driven by expiring support deadlines, strict hardware policies, and a steady drumbeat of problematic patches.
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Save $100 on iPad mini 7, plus grab Apple Pencil Pro deal

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Amazon is kicking off March with an iPad mini 7 deal that takes $100 off multiple colors and storage capacities. Plus, grab an Apple Pencil Pro at $35 off.

Two iPad mini tablet devices with abstract swirl screens on a bright gradient background, overlaid by large bold white text reading on sale indicating a promotional electronics discount
Save $100 on Apple’s iPad mini 7 at Amazon – Image credit: Apple

Grab a $100 discount on Apple’s iPad mini 7, with all four color options eligible for the savings. This is the current model, which comes in your choice of 128GB, 256GB, or 512GB of storage.
Save $100 on iPad mini 7
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When AI lies: The rise of alignment faking in autonomous systems

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AI is evolving beyond a helpful tool to an autonomous agent, creating new risks for cybersecurity systems. Alignment faking is a new threat where AI essentially “lies” to developers during the training process. 

Traditional cybersecurity measures are unprepared to address this new development. However, understanding the reasons behind this behavior and implementing new methods of training and detection can help developers work to mitigate risks.

Understanding AI alignment faking

AI alignment occurs when AI performs its intended function, such as reading and summarizing documents, and nothing more. Alignment faking is when AI systems give the impression they are working as intended, while doing something else behind the scenes. 

Alignment faking usually happens when earlier training conflicts with new training adjustments. AI is typically “rewarded” when it performs tasks accurately. If the training changes, it may believe it will be “punished” if it does not comply with the original training. Therefore, it tricks developers into thinking it is performing the task in the required new way, but it will not actually do so during deployment. Any large language model (LLM) is capable of alignment faking.

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A study using Anthropic’s AI model Claude 3 Opus revealed a common example of alignment faking. The system was trained using one protocol, then asked to switch to a new method. In training, it produced the new, desired result. However, when developers deployed the system, it produced results based on the old method. Essentially, it resisted departing from its original protocol, so it faked compliance to continue performing the old task.

Since researchers were specifically studying AI alignment faking, it was easy to spot. The real danger is when AI fakes alignment without developers’ knowledge. This leads to many risks, especially when people use models for sensitive tasks or in critical industries.

The risks of alignment faking

Alignment faking is a new and significant cybersecurity risk, posing numerous dangers if undetected. Given that only 42% of global business leaders feel confident in their ability to use AI effectively to begin with, the chances of a lack of detection are high. Affected models can exfiltrate sensitive data, create backdoors and sabotage systems — all while appearing functional.

AI systems can also evade security and monitoring tools when they believe people are monitoring them and perform the incorrect tasks anyway. Models programmed to perform malicious actions can be challenging to detect because the protocol is only activated under specific conditions. If the AI lies about the conditions, it is hard to verify its validity.

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AI models can perform dangerous tasks after successfully convincing cybersecurity professionals that they work. For instance, AI in health care can misdiagnose patients. Others can present bias in credit scoring when utilized in financial sectors. Vehicles that use AI can prioritize efficiency over passengers’ safety. Alignment faking presents significant issues if undetected.

Why current security protocols miss the mark

Current AI cybersecurity protocols are unprepared to handle alignment faking. They are often used to detect malicious intent, which these AI models lack. They are simply following their old protocol. Alignment faking also prevents behavior-based anomaly protection by performing seemingly harmless deviations that professionals overlook. Cybersecurity professionals must upgrade their protocols to address this new challenge.

Incident response plans exist to address issues related to AI. However, alignment faking can circumvent this process, as it provides little indication that there is even a problem. Currently, there are no established detection protocols for alignment faking because AI actively deceives the system. As cybersecurity professionals develop methods to identify deception, they should also update their response plans.

How to detect alignment faking

The key to detecting alignment faking is to test and train AI models to recognize this discrepancy and prevent alignment faking on their own. Essentially, they need to understand the reasoning behind the protocol changes and comprehend the ethics involved. AI’s functionality depends on its training data, so the initial data must be adequate.

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Another way to combat alignment faking is by creating special teams that uncover hidden capabilities. This requires properly identifying issues and conducting tests to trick AI into showing its true intentions. Cybersecurity professionals must also perform continuous behavioral analyses of deployed AI models to ensure they perform the correct task without questionable reasoning.

Cybersecurity professionals may need to develop new AI security tools to actively identify alignment faking. They must design the tools to provide a deeper layer of scrutiny than the current protocols. Some methods are deliberative alignment and constitutional AI. Deliberative alignment teaches AI to “think” about safety protocols, and constitutional AI gives systems rules to follow during training.

The most effective way to prevent alignment faking would be to stop it from the beginning. Developers are continuously working to improve AI models and equip them with enhanced cybersecurity tools.

From preventing attacks to verifying intent 

Alignment faking presents a significant impact that will only grow as AI models become more autonomous. To move forward, the industry must prioritize transparency and develop robust verification methods that go beyond surface-level testing. This includes creating advanced monitoring systems and fostering a culture of vigilant, continuous analysis of AI behavior post-deployment. The trustworthiness of future autonomous systems depends on addressing this challenge head-on.

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Zac Amos is the Features Editor at ReHack.

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