Tech

flying-with-whales:-drones-are-remaking-marine-mammal-research

Flying with whales: Drones are remaking marine mammal research

In 2010, the Deepwater Horizon oil rig exploded in the Gulf of Mexico, causing one of the largest marine oil spills ever. In the aftermath of the disaster, whale scientist Iain Kerr traveled to the area to study how the spill had affected sperm whales, aiming specialized darts at the animals to collect pencil eraser-sized tissue samples.

It wasn’t going well. Each time his boat approached a whale surfacing for air, the animal vanished beneath the waves before he could reach it. “I felt like I was playing Whac-A-Mole,” he says.

As darkness fell, a whale dove in front of Kerr and covered him in whale snot. That unpleasant experience gave Kerr, who works at the conservation group Ocean Alliance, an idea: What if he could collect that same snot by somehow flying over the whale? Researchers can glean much information from whale snot, including the animal’s DNA sequence, its sex, whether it is pregnant, and the makeup of its microbiome.

After many experiments, Kerr’s idea turned into what is today known as the SnotBot: a drone fitted with six petri dishes that collect a whale’s snot by flying over the animal as it surfaces and exhales through its blowhole. Today, drones like this are deployed to gather snot all over the world, and not just from sperm whales: They’re also collecting this scientifically valuable mucus from other species, such as blue whales and dolphins. “I would say drones have changed my life,” says Kerr.

S’not just mucus

Gathering snot is one of many ways that drones are being used to study whales. In the past 10 to 15 years, drone technology has made great strides, becoming affordable and easy to use. This has been a boon for researchers. Scientists “are finding applications for drones in virtually every aspect of marine mammal research,” says Joshua Stewart, an ecologist at the Marine Mammal Institute at Oregon State University.

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testing-shows-apple-n1-wi-fi-chip-improves-on-older-broadcom-chips-in-every-way

Testing shows Apple N1 Wi-Fi chip improves on older Broadcom chips in every way

This year’s newest iPhones included one momentous change that marked a new phase in the evolution of Apple Silicon: the Apple N1, Apple’s first in-house chip made to handle local wireless connections. The N1 supports Wi-Fi 7, Bluetooth 6, and the Thread smart home communication protocol, and it replaces the third-party wireless chips (mostly made by Broadcom) that Apple used in older iPhones.

Apple claimed that the N1 would enable more reliable connectivity for local communication features like AirPlay and AirDrop but didn’t say anything about how users could expect it to perform. But Ookla, the folks behind the SpeedTest app and website, have analyzed about five weeks’ worth of users’ testing data to get an idea of how the iPhone 17 lineup stacks up to the iPhone 16, as well as Android phones with Wi-Fi chips from Qualcomm, MediaTek, and others.

While the N1 isn’t at the top of the charts, Ookla says Apple’s Wi-Fi chip “delivered higher download and upload speeds on Wi-Fi compared to the iPhone 16 across every studied percentile and virtually every region.” The median download speed for the iPhone 17 series was 329.56Mbps, compared to 236.46Mbps for the iPhone 16; the upload speed also jumped from 73.68Mbps to 103.26Mbps.

Ookla noted that the N1’s best performance seemed to improve scores most of all in the bottom 10th percentile of performance tests, “implying Apple’s custom silicon lifts the floor more than the ceiling.” The iPhone 17 also didn’t top Ookla’s global performance charts—Ookla found that the Pixel 10 Pro series slightly edges out the iPhone 17 in download speed, while a Xiaomi 15T Pro with MediaTek Wi-Fi silicon featured better upload speeds.

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celebrated-game-developer-rebecca-heineman-dies-at-age-62

Celebrated game developer Rebecca Heineman dies at age 62

From champion to advocate

During her later career, Heineman served as a mentor and advisor to many, never shy about celebrating her past as a game developer during the golden age of the home computer.

Her mentoring skills became doubly important when she publicly came out as transgender in 2003. She became a vocal advocate for LGBTQ+ representation in gaming and served on the board of directors for GLAAD. Earlier this year, she received the Gayming Icon Award from Gayming Magazine.

Andrew Borman, who serves as director of digital preservation at The Strong National Museum of Play in Rochester, New York, told Ars Technica that her influence made a personal impact wider than electronic entertainment. “Her legacy goes beyond her groundbreaking work in video games,” he told Ars. “She was a fierce advocate for LGBTQ rights and an inspiration to people around the world, including myself.”

The front cover of

The front cover of Dragon Wars on the Commodore 64, released in 1989. Credit: MobyGames

In the Netflix documentary series High Score, Heineman explained her early connection to video games. “It allowed me to be myself,” she said. “It allowed me to play as female.”

“I think her legend grew as she got older, in part because of her openness and approachability,” journalist Ernie Smith told Ars. “As the culture of gaming grew into an online culture of people ready to dig into the past, she remained a part of it in a big way, where her war stories helped fill in the lore about gaming’s formative eras.”

Celebrated to the end

Heineman was diagnosed with adenocarcinoma in October 2025 after experiencing shortness of breath at the PAX game convention. After diagnostic testing, doctors found cancer in her lungs and liver. That same month, she launched a GoFundMe campaign to help with medical costs. The campaign quickly surpassed its $75,000 goal, raising more than $157,000 from fans, friends, and industry colleagues.

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microsoft-tries-to-head-off-the-“novel-security-risks”-of-windows-11-ai-agents

Microsoft tries to head off the “novel security risks” of Windows 11 AI agents

Microsoft has been adding AI features to Windows 11 for years, but things have recently entered a new phase, with both generative and so-called “agentic” AI features working their way deeper into the bedrock of the operating system. A new build of Windows 11 released to Windows Insider Program testers yesterday includes a new “experimental agentic features” toggle in the Settings to support a feature called Copilot Actions, and Microsoft has published a detailed support article detailing more about just how those “experimental agentic features” will work.

If you’re not familiar, “agentic” is a buzzword that Microsoft has used repeatedly to describe its future ambitions for Windows 11—in plainer language, these agents are meant to accomplish assigned tasks in the background, allowing the user’s attention to be turned elsewhere. Microsoft says it wants agents to be capable of “everyday tasks like organizing files, scheduling meetings, or sending emails,” and that Copilot Actions should give you “an active digital collaborator that can carry out complex tasks for you to enhance efficiency and productivity.”

But like other kinds of AI, these agents can be prone to error and confabulations and will often proceed as if they know what they’re doing even when they don’t. They also present, in Microsoft’s own words, “novel security risks,” mostly related to what can happen if an attacker is able to give instructions to one of these agents. As a result, Microsoft’s implementation walks a tightrope between giving these agents access to your files and cordoning them off from the rest of the system.

Possible risks and attempted fixes

For now, these “experimental agentic features” are optional, only available in early test builds of Windows 11, and off by default. Credit: Microsoft

For example, AI agents running on a PC will be given their own user accounts separate from your personal account, ensuring that they don’t have permission to change everything on the system and giving them their own “desktop” to work with that won’t interfere with what you’re working with on your screen. Users need to approve requests for their data, and “all actions of an agent are observable and distinguishable from those taken by a user.” Microsoft also says agents need to be able to produce logs of their activities and “should provide a means to supervise their activities,” including showing users a list of actions they’ll take to accomplish a multi-step task.

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google-unveils-gemini-3-ai-model-and-ai-first-ide-called-antigravity

Google unveils Gemini 3 AI model and AI-first IDE called Antigravity


Google’s flagship AI model is getting its second major upgrade this year.

Google has kicked its Gemini rollout into high gear over the past year, releasing the much-improved Gemini 2.5 family and cramming various flavors of the model into Search, Gmail, and just about everything else the company makes.

Now, Google’s increasingly unavoidable AI is getting an upgrade. Gemini 3 Pro is available in a limited form today, featuring more immersive, visual outputs and fewer lies, Google says. The company also says Gemini 3 sets a new high-water mark for vibe coding, and Google is announcing a new AI-first integrated development environment (IDE) called Antigravity, which is also available today.

The first member of the Gemini 3 family

Google says the release of Gemini 3 is yet another step toward artificial general intelligence (AGI). The new version of Google’s flagship AI model has expanded simulated reasoning abilities and shows improved understanding of text, images, and video. So far, testers like it—Google’s latest LLM is once again atop the LMArena leaderboard with an ELO score of 1,501, besting Gemini 2.5 Pro by 50 points.

Gemini 3 LMArena

Credit: Google

Factuality has been a problem for all gen AI models, but Google says Gemini 3 is a big step in the right direction, and there are myriad benchmarks to tell the story. In the 1,000-question SimpleQA Verified test, Gemini 3 scored a record 72.1 percent. Yes, that means the state-of-the-art LLM still screws up almost 30 percent of general knowledge questions, but Google says this still shows substantial progress. On the much more difficult Humanity’s Last Exam, which tests PhD-level knowledge and reasoning, Gemini set another record, scoring 37.5 percent without tool use.

Math and coding are also a focus of Gemini 3. The model set new records in MathArena Apex (23.4 percent) and WebDev Arena (1487 ELO). In the SWE-bench Verified, which tests a model’s ability to generate code, Gemini 3 hit an impressive 76.2 percent.

So there are plenty of respectable but modest benchmark improvements, but Gemini 3 also won’t make you cringe as much. Google says it has tamped down on sycophancy, a common problem in all these overly polite LLMs. Outputs from Gemini 3 Pro are reportedly more concise, with less of what you want to hear and more of what you need to hear.

You can also expect Gemini 3 Pro to produce noticeably richer outputs. Google claims Gemini’s expanded reasoning capabilities keep it on task more effectively, allowing it to take action on your behalf. For example, Gemini 3 can triage and take action on your emails, creating to-do lists, summaries, recommended replies, and handy buttons to trigger suggested actions. This differs from the current Gemini models, which would only create a text-based to-do list with similar prompts.

The model also has what Google calls a “generative interface,” which comes in the form of two experimental output modes called visual layout and dynamic view. The former is a magazine-style interface that includes lots of images in a scrollable UI. Dynamic view leverages Gemini’s coding abilities to create custom interfaces—for example, a web app that explores the life and work of Vincent Van Gogh.

There will also be a Deep Think mode for Gemini 3, but that’s not ready for prime time yet. Google says it’s being tested by a small group for later release, but you should expect big things. Deep Think mode manages 41 percent in Humanity’s Last Exam without tools. Believe it or not, that’s an impressive score.

Coding with vibes

Google has offered several ways of generating and modifying code with Gemini models, but the launch of Gemini 3 adds a new one: Google Antigravity. This is Google’s new agentic development platform—it’s essentially an IDE designed around agentic AI, and it’s available in preview today.

With Antigravity, Google promises that you (the human) can get more work done by letting intelligent agents do the legwork. Google says you should think of Antigravity as a “mission control” for creating and monitoring multiple development agents. The AI in Antigravity can operate autonomously across the editor, terminal, and browser to create and modify projects, but everything they do is relayed to the user in the form of “Artifacts.” These sub-tasks are designed to be easily verifiable so you can keep on top of what the agent is doing. Gemini will be at the core of the Antigravity experience, but it’s not just Google’s bot. Antigravity also supports Claude Sonnet 4.5 and GPT-OSS agents.

Of course, developers can still plug into the Gemini API for coding tasks. With Gemini 3, Google is adding a client-side bash tool, which lets the AI generate shell commands in its workflow. The model can access file systems and automate operations, and a server-side bash tool will help generate code in multiple languages. This feature is starting in early access, though.

AI Studio is designed to be a faster way to build something with Gemini 3. Google says Gemini 3 Pro’s strong instruction following makes it the best vibe coding model yet, allowing non-programmers to create more complex projects.

A big experiment

Google will eventually have a whole family of Gemini 3 models, but there’s just the one for now. Gemini 3 Pro is rolling out in the Gemini app, AI Studio, Vertex AI, and the API starting today as an experiment. If you want to tinker with the new model in Google’s Antigravity IDE, that’s also available for testing today on Windows, Mac, and Linux.

Gemini 3 will also launch in the Google search experience on day one. You’ll have the option to enable Gemini 3 Pro in AI Mode, where Google says it will provide more useful information about a query. The generative interface capabilities from the Gemini app will be available here as well, allowing Gemini to create tools and simulations when appropriate to answer the user’s question. Google says these generative interfaces are strongly preferred in its user testing. This feature is available today, but only for AI Pro and Ultra subscribers.

Because the Pro model is the only Gemini 3 variant available in the preview, AI Overviews isn’t getting an immediate upgrade. That will come, but for now, Overviews will only reach out to Gemini 3 Pro for especially difficult search queries—basically the kind of thing Google thinks you should have used AI Mode to do in the first place.

There’s no official timeline for releasing more Gemini 3 models or graduating the Pro variant to general availability. However, given the wide rollout of the experimental release, it probably won’t be long.

Photo of Ryan Whitwam

Ryan Whitwam is a senior technology reporter at Ars Technica, covering the ways Google, AI, and mobile technology continue to change the world. Over his 20-year career, he’s written for Android Police, ExtremeTech, Wirecutter, NY Times, and more. He has reviewed more phones than most people will ever own. You can follow him on Bluesky, where you will see photos of his dozens of mechanical keyboards.

Google unveils Gemini 3 AI model and AI-first IDE called Antigravity Read More »

with-a-new-company,-jeff-bezos-will-become-a-ceo-again

With a new company, Jeff Bezos will become a CEO again

Jeff Bezos is one of the world’s richest and most famous tech CEOs, but he hasn’t actually been a CEO of anything since 2021. That’s now changing as he takes on the role of co-CEO of a new AI company, according to a New York Times report citing three people familiar with the company.

Grandiosely named Project Prometheus (and not to be confused with the NASA project of the same name), the company will focus on using AI to pursue breakthroughs in research, engineering, manufacturing, and other fields that are dubbed part of “the physical economy”—in contrast to the software applications that are likely the first thing most people in the general public think of when they hear “AI.”

Bezos’ co-CEO will be Dr. Vik Bajaj, a chemist and physicist who previously led life sciences work at Google X, an Alphabet-backed research group that worked on speculative projects that could lead to more product categories. (For example, it developed technologies that would later underpin Google’s Waymo service.) Bajaj also worked at Verily, another Alphabet-backed research group focused on life sciences, and Foresite Labs, an incubator for new AI companies.

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report-claims-that-apple-has-yet-again-put-the-mac-pro-“on-the-back-burner”

Report claims that Apple has yet again put the Mac Pro “on the back burner”

Do we still need a Mac Pro, though?

Regardless of what Apple does with the Mac Pro, the desktop makes less sense than ever in the Apple Silicon era. Part of the appeal of the early 2010s and the 2019 Mac Pro towers was their internal expandability, particularly with respect to storage, graphics cards, and RAM. But while the Apple Silicon Mac Pro does include six internal PCI Express slots, it supports neither RAM upgrades nor third-party GPUs from Nvidia, AMD, or Intel. Thunderbolt 5’s 120 Gbps transfer speeds are also more than fast enough to support high-speed external storage devices.

That leaves even the most powerful of power users with few practical reasons to prefer a $7,000 Mac Pro tower to a $4,000 Mac Studio. And that would be true even if both desktops used the same chip—currently, the M3 Ultra Studio comes with more and newer CPU cores, newer GPU cores, and 32GB more RAM for that price, making the comparison even more lopsided.

Mac Pro aside, the Mac should have a pretty active 2026. Every laptop other than the entry-level 14-inch MacBook Pro should get an Apple M5 upgrade, with Pro and Max chips coming for the higher-end Pros. Those chips, plus the M5 Ultra, would give Apple all the ingredients it would need to refresh the iMac, Mac mini, and Mac Studio lineups as well.

Insistent rumors also indicate that Apple will be introducing a new, lower-cost MacBook model with an iPhone-class chip inside, a device that seems made to replace the 2020 M1 MacBook Air that Apple has continued to sell via Walmart for between $600 and $650. It remains to be seen whether this new MacBook would remain a Walmart exclusive or if Apple also plans to offer the laptop through other retailers and its own store.

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google-will-let-android-power-users-bypass-upcoming-sideloading-restrictions

Google will let Android power users bypass upcoming sideloading restrictions

Google recently decided that the freedom afforded by Android was a bit too much and announced developer verification, a system that will require developers outside the Google Play platform to register with Google. Users and developers didn’t accept Google’s rationale and have been complaining loudly. As Google begins early access testing, it has conceded that “experienced users” should have an escape hatch.

According to Google, online scam and malware campaigns are getting more aggressive, and there’s real harm being done in spite of the platform’s sideloading scare screens. Google says it’s common for scammers to use social engineering to create a false sense of urgency, prompting users to bypass Android’s built-in protections to install malicious apps.

Google’s solution to this problem, as announced several months ago, is to force everyone making apps to verify their identities. Unverified apps won’t install on any Google-certified device once verification rolls out. Without this, the company claims malware creators can endlessly create new apps to scam people. However, the centralized nature of verification threatened to introduce numerous headaches into a process that used to be straightforward for power users.

This isn’t the first time Google has had to pull back on its plans. Each time the company releases a new tidbit about verification, it compromises a little more. Previously, it confirmed that a free verification option would be available for hobbyists and students who wanted to install apps on a small number of devices. It also conceded that installation over ADB via a connected computer would still be allowed.

Now, Google has had to acknowledge that its plans for verification are causing major backlash among developers and people who know what an APK is. So there will be an alternative, but we don’t know how it will work just yet.

How high is your risk tolerance?

Google’s latest verification update explains that the company has received a lot of feedback from users and developers who want to be able to sideload without worrying about verification status. For those with “higher risk tolerance,” Google is exploring ways to make that happen. This is a partial victory for power users, but the nature of Google’s “advanced flow” for sideloading is murky.

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microsoft-releases-update-fixing-update-for-update-eligible-windows-10-pcs

Microsoft releases update-fixing update for update-eligible Windows 10 PCs

Officially, Windows 10 died last month, a little over a decade after its initial release. But the old operating system’s enduring popularity has prompted Microsoft to promise between one and three years of Extended Security Updates (ESUs) for many Windows 10 PCs. For individuals with Windows 10 PCs, it’s relatively easy to get an additional year of updates at no cost.

Or at least, it’s supposed to be. Bugs initially identified by Windows Latest were keeping some Windows 10 PCs from successfully enrolling in the ESU program, preventing those PCs from signing up to grab the free updates. And because each Windows 10 PC has to be manually enrolled in the program, a broken enrollment process also meant broken security updates.

To fix the problems, Microsoft released an update for Windows 10 22H2 (KB5071959) this week that both acknowledges and fixes an issue “where the enrollment wizard may fail during enrollment.” It’s being offered to all Windows 10 PCs regardless of whether they’re enrolled in the ESU program “as it resolves an issue that was preventing affected customers from receiving essential security updates.”

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the-mac-calculator’s-original-design-came-from-letting-steve-jobs-play-with-menus-for-ten-minutes

The Mac calculator’s original design came from letting Steve Jobs play with menus for ten minutes

Rather than continue the endless revision cycle, Espinosa took a different approach. According to Hertzfeld, Espinosa created a program that exposed every visual parameter of the calculator through pull-down menus: line thickness, button sizes, background patterns, and more. When Jobs sat down with it, he spent about ten minutes adjusting settings until he found a combination he liked.

The approach worked. When given direct control over the parameters rather than having to articulate his preferences verbally, Jobs quickly arrived at a design he was satisfied with. Hertzfeld notes that he implemented the calculator’s UI a few months later using Jobs’s parameter choices from that ten-minute session, while Donn Denman, another member of the Macintosh team, handled the mathematical functions.

That ten-minute session produced the calculator design that shipped with the Mac in 1984 and remained virtually unchanged through Mac OS 9, when Apple discontinued that OS in 2001. Apple replaced it in Mac OS X with a new design, ending the calculator’s 17-year run as the primary calculator interface for the Mac.

Why it worked

Espinosa’s Construction Set was an early example of what would later become common in software development: visual and parameterized design tools. In 1982, when most computers displayed monochrome text, the idea of letting someone fine-tune visual parameters through interactive controls without programming was fairly forward-thinking. Later, tools like HyperCard would formalize this kind of idea into a complete visual application framework.

The primitive calculator design tool also revealed something about Jobs’s management process. He knew what he wanted when he saw it, but he perhaps struggled to articulate it at times. By giving him direct manipulation ability, Espinosa did an end-run around that communication problem entirely. Later on, when he returned to Apple in the late 1990s, Jobs would famously insist on judging products by using them directly rather than through canned PowerPoint demos or lists of specifications.

The longevity of Jobs’s ten-minute design session suggests the approach worked. The calculator survived nearly two decades of Mac OS updates, outlasting many more elaborate interface elements. What started as a workaround became one of the Mac’s most simple but enduring designs.

By the way, if you want to try the original Mac OS calculator yourself, you can run various antique versions of the operating system in your browser thanks to the Infinite Mac website.

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google-says-new-cloud-based-“private-ai-compute”-is-just-as-secure-as-local-processing

Google says new cloud-based “Private AI Compute” is just as secure as local processing

NPUs can’t do it all, though. While Gemini Nano is getting more capable, it can’t compete with models that run on massive, high-wattage servers. That might be why some AI features, like the temporarily unavailable Daily Brief, don’t do much on the Pixels. Magic Cue, which surfaces personal data based on screen context, is probably in a similar place. Google now says that Magic Cue will get “even more helpful” thanks to the Private AI Compute system.

Pixel 10 flat

Magic Cue debuted on the Pixel 10, but it doesn’t do much yet.

Credit: Ryan Whitwam

Magic Cue debuted on the Pixel 10, but it doesn’t do much yet. Credit: Ryan Whitwam

Google has also released a Pixel feature drop today, but there aren’t many new features of note (unless you’ve been hankering for Wicked themes). As part of the update, Magic Cue will begin using the Private AI Compute system to generate suggestions. The more powerful model might be able to tease out more actionable details from your data. Google also notes the Recorder app will be able to summarize in more languages thanks to the secure cloud.

So what Google is saying here is that more of your data is being offloaded to the cloud so that Magic Cue can generate useful suggestions, which would be a change. Since launch, we’ve only seen Magic Cue appear a handful of times, and it’s not offering anything interesting when it does.

There are still reasons to use local AI, even if the cloud system has “the same security and privacy assurances,” as Google claims. An NPU offers superior latency because your data doesn’t have to go anywhere, and it’s more reliable, as AI features will still work without an Internet connection. Google believes this hybrid approach is the way forward for generative AI, which requires significant processing even for seemingly simple tasks. We can expect to see more AI features reaching out to Google’s secure cloud soon.

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ryanair-tries-forcing-app-downloads-by-eliminating-paper-boarding-passes

Ryanair tries forcing app downloads by eliminating paper boarding passes

The policy change is also meant to get people to do more with Ryanair’s app, like order food and drinks, view real-time flight information, and receive notifications during delays.

Brady said Ryanair selected the November 12 start date because it’s during what is “traditionally a slightly quieter time for travel following the busy mid-term break period.”

Inconvenience preparing for takeoff

Eliminating paper boarding passes may create numerous inconveniences. To start, not everyone wants Ryanair’s app on their personal device. And many future customers, especially those who don’t fly with Ryanair frequently or who don’t fly much at all, may be unaware of the change, creating confusion during travel, which can already be inherently stressful.

Also, there are places where Ryanair flies that don’t accept digital boarding passes, including some airports in Albania and Morocco. In these instances, Ryanair still requires online check-ins (either via Ryanair’s website or app), and then the airline will provide paper boarding passes.

People who are less technically savvy or who don’t have a smart device or whose device has died won’t be completely out of luck. Ryanair says it will accommodate people without access to a smartphone with “a free of charge boarding pass at the airport” if they’ve checked in online “before arriving at the airport.”

“Nobody’s going to get stranded. Nobody’s going to get left behind,” O’Leary said, per The Telegraph.

Despite this, some travel experts are worried about potential chaos.

“There will be absolute havoc when that takes effect,” Irish travel commentator Eoghan Corry told RSVP Live in January.

Ryanair will be the first airline to do away with paper boarding passes. It already has a history with being on the ground floor of controversial digital-forward policies. Ryanair was the first airline to require people to check in online in advance or else pay a fee, as noted by The Independent.

“There’ll be some teething problems,” O’Leary said of moving to digital-only boarding passes.

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