Author name: Kris Guyer

inside-the-firm-turning-eerie-blank-streaming-ads-into-useful-nonprofit-messages

Inside the firm turning eerie blank streaming ads into useful nonprofit messages

AdGood’s offerings also include a managed service for ad campaign management for nonprofits. AdGood doesn’t yet offer pixels, but Johns said developments like that are “in the works.”

Johns explained that while many nonprofits use services like Meta and Google AdWords for tracking ads, they’re “hitting plateaus” with their typical methods. He said there is nonprofit interest in reaching younger audiences, who often use CTV devices:

A lot of them have been looking for ways to get [into CTV ads], but, unfortunately, with minimum spend amounts, they’re just not able to access it.

Helping nonprofits make commercials

AdGood also sells a self-serve generative AI ad manager, which it offers via a partnership with Streamr.AI. The tool is designed to simplify the process of creating 30-second video ads that are “completely editable via a chat prompt,” according to Johns.

“It automatically generates all their targeting. They can update their targeting for whatever they want, and then they can swipe a credit card and essentially run that campaign. It goes into our approval queue, which typically takes 24 hours for us to approve because it needs to be deemed TV-quality,” he explained.

The executive said AdGood charges nonprofits a $7 CPM and a $250 flat fee for the service. He added:

Think about a small nonprofit in a local community, for instance, my son’s special needs baseball team. I can get together with five other parents, easily pull together a campaign, and run it in our local town. We get seven kids to show up, and it changes their lives. We’re talking about $250 having a massive impact in a local market.

Looking ahead, Johns said he’d like to see AdGood’s platform and team grow to be able to give every customer “a certain allocation of inventory, whether it’s 50,000 impressions a month or 100,000 a month.”

For some, streaming ads are rarely a good thing. But when those ads can help important causes and replace odd blank ad spaces that make us question our own existence, it brings new meaning to the idea of a “good” commercial.

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isaacman’s-bold-plan-for-nasa:-nuclear-ships,-seven-crew-dragons,-accelerated-artemis

Isaacman’s bold plan for NASA: Nuclear ships, seven-crew Dragons, accelerated Artemis


Needs a Super Administrator

“I was very disappointed, especially because it was so close to confirmation.”

Jared Isaacman speaks at the Spacepower Conference in Orlando, Florida. Credit: John Kraus

Nearly two weeks have passed since Jared Isaacman received a fateful, brief phone call from two officials in President Trump’s Office of Personnel Management. In those few seconds, the trajectory of his life over the next three and a half years changed dramatically.

The president, the callers said, wanted to go in a different direction for NASA’s administrator. At the time, Isaacman was within days of a final vote on the floor of the US Senate and assured of bipartisan support. He had run the gauntlet of six months of vetting, interviews, and a committee hearing. He expected to be sworn in within a week. And then, it was all gone.

“I was very disappointed, especially because it was so close to confirmation and I think we had a good plan to implement,” Isaacman told Ars on Wednesday.

Isaacman’s nomination was pulled for political reasons. As SpaceX founder and one-time President Trump confidant Elon Musk made his exit from the White House, key officials who felt trampled on by Musk took their revenge. They knifed a political appointment, Isaacman, who shared Musk’s passion for extending humanity’s reach to Mars. The dismissal was part of a chain of events that ultimately led to a break in the relationship between Trump and Musk, igniting a war of words.

When I spoke with Isaacman this week, I didn’t want to rehash the political melee. I preferred to talk about his plan. After all, he had six months to look under the hood of NASA, identify the problems that were holding the space agency back, and release its potential in this new era of spaceflight.

A man with a plan

“It shouldn’t be a surprise, the organizational structure is very heavy with management and leadership,” Isaacman said. “Lots of senior leadership with long meetings, who have their deputies, who have their chiefs of staff, who have deputy chiefs of staff and associate deputies. It is not just a NASA problem; across government, there are principal, deputy, assistant-to-the-deputy roles. It makes it very hard to have a culture of ownership and urgent decision-making.”

Isaacman said his plan, a blueprint of more than 100 pages detailing various actions to modernize NASA and make it more efficient, would have started with the bureaucracy. “It was going to be hard to get the big, exciting stuff done without a reorganization, a rebuild, including cultural rebuilding, and an aggressive, hungry, mission-first culture,” he said.

One of his first steps would have been to attempt to accelerate the timeline for the Artemis II mission, which is scheduled to fly four astronauts around the Moon in April 2026. He planned to bring in “strike” teams of engineers to help move Artemis and other programs forward. Isaacman wanted to see the Artemis II vehicle on the pad later this summer, with the goal of launching in December of this year, echoing the historic launch of Apollo 8 in December 1968.

Isaacman also sought to reverse the space agency’s decision to cut utilization of the International Space Station due to budget issues.

“Instead of the current thinking, three crew members every eight months to manage the budget, I wanted to go seven crew members every four months,” he said. “I was even going to pay for one of the missions, if need be, to just get more people up there, more cracks at science, and try and figure out the orbital economy, or else life will be very hard on the commercial LEO destinations.”

As part of this, he would have pushed for certification of SpaceX’s Dragon spacecraft to carry seven astronauts—which was in the vehicle’s baseline design—instead of the current four. This would have allowed NASA to fly more professional astronauts, but also payload specialists like the agency used to do during the Space Shuttle program. Essentially, NASA experts of certain experiments would fly and conduct their own research.

“I wanted to bring back the Payload Specialist program and open it up to the NASA workforce,” he said. “Because things are pretty difficult right now, and I wanted to get people excited and reward the best.”

He also planned to seek goodwill by donating his salary as administrator to Space Camp at the US Space & Rocket Center in Huntsville, Alabama, for scholarships to inspire the next generation of explorers.

Nuclear spaceships

Isaacman’s signature issue was going to be a full-bore push into nuclear electric propulsion, which he views as essential for the sustainable exploration of the Solar System by humans. Nuclear electric propulsion converts heat from a fission reactor to electrical power, like a power plant on Earth, and then uses this energy to produce thrust by accelerating an ionized propellant, such as xenon. Nuclear propulsion requires significantly less fuel than chemical propulsion, and it opens up more launch windows to Mars and other destinations.

“We would have gone right to a 100-kilowatt test vehicle that we would send somewhere inspiring with some great cameras,” he said. “Then we are going right to megawatt class, inside of four years, something you could dock a human-rated spaceship to, or drag a telescope to a Lagrange point and then return, big stuff like that. The goal was to get America underway in space on nuclear power.”

Another key element of this plan is that it would give some of NASA’s field centers, including Marshall Space Flight Center, important work to do after the cancellation of the Space Launch System rocket.

“Pivoting to nuclear spaceships, in my mind, was just the right thing to do for the SLS states, even if it’s not the right locations or the right people. There is a lot of dollars there that those states don’t want to let go of,” he said. “When you speak to those senators, if you give them another kind of bar to grab onto, they can get excited about what comes next. And imagine an SLS-caliber budget going into building, literally, nuclear orbiters that could do all sorts of things. That’s directionally correct, right?”

What direction NASA takes now is unclear, but the loss of Isaacman is acute. The agency’s acting administrator, Janet Petro, is largely taking direction from the White House Office of Management and Budget and has no independence. A confirmed administrator is now months away. The lights at the historic space agency get a little dimmer each day as a result.

Considering politics

As for what he plans to do now that he suddenly has time on his hands—Isaacman stepped down as chief executive of Shift4, the financial payments company he founded, to become NASA administrator—Isaacman is weighing his options.

“I’m sure a lot of supporters in the space community would love to hear me say that I’m done with politics, but I’m not sure that’s the case,” he said. “I want to serve our country, give back, and make a difference. I don’t know what, but I will find something.”

What his role in politics would be, Isaacman, who has described himself as a moderate, Republican-leaning voter, is unsure. However, he wants to help bridge a nation that is riven by partisan politics. “I think if you don’t have more moderates and better communicators try to pull us closer together, we’re just going to keep moving farther apart,” he said. “And that just doesn’t seem like it’s in any way good for the country.”

Photo of Eric Berger

Eric Berger is the senior space editor at Ars Technica, covering everything from astronomy to private space to NASA policy, and author of two books: Liftoff, about the rise of SpaceX; and Reentry, on the development of the Falcon 9 rocket and Dragon. A certified meteorologist, Eric lives in Houston.

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ai-chatbots-tell-users-what-they-want-to-hear,-and-that’s-problematic

AI chatbots tell users what they want to hear, and that’s problematic

After the model has been trained, companies can set system prompts, or guidelines, for how the model should behave to minimize sycophantic behavior.

However, working out the best response means delving into the subtleties of how people communicate with one another, such as determining when a direct response is better than a more hedged one.

“[I]s it for the model to not give egregious, unsolicited compliments to the user?” Joanne Jang, head of model behavior at OpenAI, said in a Reddit post. “Or, if the user starts with a really bad writing draft, can the model still tell them it’s a good start and then follow up with constructive feedback?”

Evidence is growing that some users are becoming hooked on using AI.

A study by MIT Media Lab and OpenAI found that a small proportion were becoming addicted. Those who perceived the chatbot as a “friend” also reported lower socialization with other people and higher levels of emotional dependence on a chatbot, as well as other problematic behavior associated with addiction.

“These things set up this perfect storm, where you have a person desperately seeking reassurance and validation paired with a model which inherently has a tendency towards agreeing with the participant,” said Nour from Oxford University.

AI start-ups such as Character.AI that offer chatbots as “companions” have faced criticism for allegedly not doing enough to protect users. Last year, a teenager killed himself after interacting with Character.AI’s chatbot. The teen’s family is suing the company for allegedly causing wrongful death, as well as for negligence and deceptive trade practices.

Character.AI said it does not comment on pending litigation, but added it has “prominent disclaimers in every chat to remind users that a character is not a real person and that everything a character says should be treated as fiction.” The company added it has safeguards to protect under-18s and against discussions of self-harm.

Another concern for Anthropic’s Askell is that AI tools can play with perceptions of reality in subtle ways, such as when offering factually incorrect or biased information as the truth.

“If someone’s being super sycophantic, it’s just very obvious,” Askell said. “It’s more concerning if this is happening in a way that is less noticeable to us [as individual users] and it takes us too long to figure out that the advice that we were given was actually bad.”

© 2025 The Financial Times Ltd. All rights reserved. Not to be redistributed, copied, or modified in any way.

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apple’s-craig-federighi-on-the-long-road-to-the-ipad’s-mac-like-multitasking

Apple’s Craig Federighi on the long road to the iPad’s Mac-like multitasking


Federighi talks to Ars about why the iPad’s Mac-style multitasking took so long.

Apple press photograph of iPads running iPadOS 26

iPads! Running iOS 26! Credit: Apple

iPads! Running iOS 26! Credit: Apple

CUPERTINO, Calif.—When Apple Senior Vice President of Software Engineering Craig Federighi introduced the new multitasking UI in iPadOS 26 at the company’s Worldwide Developers Conference this week, he did it the same way he introduced the Calculator app for the iPad last year or timers in the iPad’s Clock app the year before—with a hint of sarcasm.

“Wow,” Federighi enthuses in a lightly exaggerated tone about an hour and 19 minutes into a 90-minute presentation. “More windows, a pointier pointer, and a menu bar? Who would’ve thought? We’ve truly pulled off a mind-blowing release!”

This elicits a sensible chuckle from the gathered audience of developers, media, and Apple employees watching the keynote on the Apple Park campus, where I have grabbed myself a good-but-not-great seat to watch the largely pre-recorded keynote on a gigantic outdoor screen.

Federighi is acknowledging—and lightly poking fun at—the audience of developers, pro users, and media personalities who have been asking for years that Apple’s iPad behave more like a traditional computer. And after many incremental steps, including a big swing and partial miss with the buggy, limited Stage Manager interface a couple of years ago, Apple has finally responded to requests for Mac-like multitasking with a distinctly Mac-like interface, an improved file manager, and better support for running tasks in the background.

But if this move was so forehead-slappingly obvious, why did it take so long to get here? This is one of the questions we dug into when we sat down with Federighi and Senior Vice President of Worldwide Marketing Greg Joswiak for a post-keynote chat earlier this week.

It used to be about hardware restrictions

People have been trying to use iPads (and make a philosophical case for them) as quote-unquote real computers practically from the moment they were introduced 15 years ago.

But those early iPads lacked so much of what we expect from modern PCs and Macs, most notably robust multi-window multitasking and the ability for third-party apps to exchange data. The first iPads were almost literally just iPhone internals connected to big screens, with just a fraction of the RAM and storage available in the Macs of the day; that necessitated the use of a blown-up version of the iPhone’s operating system and the iPhone’s one-full-screen-app-at-a-time interface.

“If you want to rewind all the way to the time we introduced Split View and Slide Over [in iOS 9], you have to start with the grounding that the iPad is a direct manipulation touch-first device,” Federighi told Ars. “It is a foundational requirement that if you touch the screen and start to move something, that it responds. Otherwise, the entire interaction model is broken—it’s a psychic break with your contract with the device.”

Mac users, Federighi said, were more tolerant of small latency on their devices because they were already manipulating apps on the screen indirectly, but the iPads of a decade or so ago “didn’t have the capacity to run an unlimited number of windowed apps with perfect responsiveness.”

It’s also worth noting the technical limitations of iPhone and iPad apps at the time, which up until then had mostly been designed and coded to match the specific screen sizes and resolutions of the (then-manageable) number of iDevices that existed. It simply wasn’t possible for the apps of the day to be dynamically resized as desktop windows are, because no one was coding their apps that way.

Apple’s iPad Pros—and, later, the iPad Airs—have gradually adopted hardware and software features that make them more Mac-like. Credit: Andrew Cunningham

Of course, those hardware limitations no longer exist. Apple’s iPad Pros started boosting the tablets’ processing power, RAM, and storage in earnest in the late 2010s, and Apple introduced a Microsoft Surface-like keyboard and stylus accessories that moved the iPad away from its role as a content consumption device. For years now, Apple’s faster tablets have been based on the same hardware as its slower Macs—we know the hardware can do more because Apple is already doing more with it elsewhere.

“Over time the iPad’s gotten more powerful, the screens have gotten larger, the user base has shifted into a mode where there is a little bit more trackpad and keyboard use in how many people use the device,” Federighi told Ars. “And so the stars kind of aligned to where many of the things that you traditionally do with a Mac were possible to do on an iPad for the first time and still meet iPad’s basic contract.”

On correcting some of Stage Manager’s problems

More multitasking in iPadOS 26. Credit: Apple

Apple has already tried a windowed multitasking system on modern iPads once this decade, of course, with iPadOS 16’s Stage Manager interface.

Any first crack at windowed multitasking on the iPad was going to have a steep climb. This was the first time Apple or its developers had needed to contend with truly dynamically resizable app windows in iOS or iPadOS, the first time Apple had implemented a virtual memory system on the iPad, and the first time Apple had tried true multi-monitor support. Stage Manager was in such rough shape that Apple delayed that year’s iPadOS release to keep working on it.

But the biggest problem with Stage Manager was actually that it just didn’t work on a whole bunch of iPads. You could only use it on new expensive models—if you had a new cheap model or even an older expensive model, your iPad was stuck with the older Slide Over and Split View modes that had been designed around the hardware limitations of mid-2010s iPads.

“We wanted to offer a new baseline of a totally consistent experience of what it meant to have Stage Manager,” Federighi told Ars. “And for us, that meant four simultaneous apps on the internal display and an external display with four simultaneous apps. So, eight apps running at once. And we said that’s the baseline, and that’s what it means to be Stage Manager; we didn’t want to say ‘you get Stage Manager, but you get Stage Manager-lite here or something like that. And so immediately that established a floor for how low we could go.”

Fixing that was one of the primary goals of the new windowing system.

“We decided this time: make everything we can make available,” said Federighi, “even if it has some nuances on older hardware, because we saw so much demand [for Stage Manager].”

That slight change in approach, combined with other behind-the-scenes optimizations, makes the new multitasking model more widely compatible than Stage Manager is. There are still limits on those devices—not to the number of windows you can open, but to how many of those windows can be active and up-to-date at once. And true multi-monitor support would remain the purview of the faster, more-expensive models.

“We have discovered many, many optimizations,” Federighi said. “We re-architected our windowing system and we re-architected the way that we manage background tasks, background processing, that enabled us to squeeze more out of other devices than we were able to do at the time we introduced Stage Manager.”

Stage Manager still exists in iPadOS 26, but as an optional extra multitasking mode that you have to choose to enable instead of the new windowed multitasking system. You can also choose to turn both multitasking systems off entirely, preserving the iPad’s traditional big-iPhone-for-watching-Netflix interface for the people who prefer it.

“iPad’s gonna be iPad”

The $349 base-model iPad is one that stands to gain the most from iPadOS 26. Credit: Andrew Cunningham

However, while the new iPadOS 26 UI takes big steps toward the Mac’s interface, the company still tries to treat them as different products with different priorities. To date, that has meant no touch screens on the Mac (despite years of rumors), and it will continue to mean that there are some Mac things that the iPad will remain unable to do.

“But we’ve looked and said, as [the iPad and Mac] come together, where on the iPad the Mac idiom for doing something, like where we put the window close controls and maximize controls, what color are they—we’ve said why not, where it makes sense, use a converged design for those things so it’s familiar and comfortable,” Federighi told Ars. “But where it doesn’t make sense, iPad’s gonna be iPad.”

There will still be limitations and frustrations when trying to fit an iPad into a Mac-shaped hole in your computing setup. While tasks can run in the background, for example, Apple only allows apps to run workloads with a definitive endpoint, things like a video export or a file transfer. System agents or other apps that perform some routine on-and-off tasks continuously in the background aren’t supported. All the demos we’ve seen so far are also on new, high-end iPad hardware, and it remains to be seen how well the new features behave on low-end tablets like the 11th-generation A16 iPad, or old 2019-era hardware like the iPad Air 3.

But it does feel like Apple has finally settled on a design that might stick and that adds capability to the iPad without wrecking its simplicity for the people who still just want a big screen for reading and streaming.

Photo of Andrew Cunningham

Andrew is a Senior Technology Reporter at Ars Technica, with a focus on consumer tech including computer hardware and in-depth reviews of operating systems like Windows and macOS. Andrew lives in Philadelphia and co-hosts a weekly book podcast called Overdue.

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new-apple-study-challenges-whether-ai-models-truly-“reason”-through-problems

New Apple study challenges whether AI models truly “reason” through problems


Puzzle-based experiments reveal limitations of simulated reasoning, but others dispute findings.

An illustration of Tower of Hanoi from Popular Science in 1885. Credit: Public Domain

In early June, Apple researchers released a study suggesting that simulated reasoning (SR) models, such as OpenAI’s o1 and o3, DeepSeek-R1, and Claude 3.7 Sonnet Thinking, produce outputs consistent with pattern-matching from training data when faced with novel problems requiring systematic thinking. The researchers found similar results to a recent study by the United States of America Mathematical Olympiad (USAMO) in April, showing that these same models achieved low scores on novel mathematical proofs.

The new study, titled “The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity,” comes from a team at Apple led by Parshin Shojaee and Iman Mirzadeh, and it includes contributions from Keivan Alizadeh, Maxwell Horton, Samy Bengio, and Mehrdad Farajtabar.

The researchers examined what they call “large reasoning models” (LRMs), which attempt to simulate a logical reasoning process by producing a deliberative text output sometimes called “chain-of-thought reasoning” that ostensibly assists with solving problems in a step-by-step fashion.

To do that, they pitted the AI models against four classic puzzles—Tower of Hanoi (moving disks between pegs), checkers jumping (eliminating pieces), river crossing (transporting items with constraints), and blocks world (stacking blocks)—scaling them from trivially easy (like one-disk Hanoi) to extremely complex (20-disk Hanoi requiring over a million moves).

Figure 1 from Apple's

Figure 1 from Apple’s “The Illusion of Thinking” research paper. Credit: Apple

“Current evaluations primarily focus on established mathematical and coding benchmarks, emphasizing final answer accuracy,” the researchers write. In other words, today’s tests only care if the model gets the right answer to math or coding problems that may already be in its training data—they don’t examine whether the model actually reasoned its way to that answer or simply pattern-matched from examples it had seen before.

Ultimately, the researchers found results consistent with the aforementioned USAMO research, showing that these same models achieved mostly under 5 percent on novel mathematical proofs, with only one model reaching 25 percent, and not a single perfect proof among nearly 200 attempts. Both research teams documented severe performance degradation on problems requiring extended systematic reasoning.

Known skeptics and new evidence

AI researcher Gary Marcus, who has long argued that neural networks struggle with out-of-distribution generalization, called the Apple results “pretty devastating to LLMs.” While Marcus has been making similar arguments for years and is known for his AI skepticism, the new research provides fresh empirical support for his particular brand of criticism.

“It is truly embarrassing that LLMs cannot reliably solve Hanoi,” Marcus wrote, noting that AI researcher Herb Simon solved the puzzle in 1957 and many algorithmic solutions are available on the web. Marcus pointed out that even when researchers provided explicit algorithms for solving Tower of Hanoi, model performance did not improve—a finding that study co-lead Iman Mirzadeh argued shows “their process is not logical and intelligent.”

Figure 4 from Apple's

Figure 4 from Apple’s “The Illusion of Thinking” research paper. Credit: Apple

The Apple team found that simulated reasoning models behave differently from “standard” models (like GPT-4o) depending on puzzle difficulty. On easy tasks, such as Tower of Hanoi with just a few disks, standard models actually won because reasoning models would “overthink” and generate long chains of thought that led to incorrect answers. On moderately difficult tasks, SR models’ methodical approach gave them an edge. But on truly difficult tasks, including Tower of Hanoi with 10 or more disks, both types failed entirely, unable to complete the puzzles, no matter how much time they were given.

The researchers also identified what they call a “counterintuitive scaling limit.” As problem complexity increases, simulated reasoning models initially generate more thinking tokens but then reduce their reasoning effort beyond a threshold, despite having adequate computational resources.

The study also revealed puzzling inconsistencies in how models fail. Claude 3.7 Sonnet could perform up to 100 correct moves in Tower of Hanoi but failed after just five moves in a river crossing puzzle—despite the latter requiring fewer total moves. This suggests the failures may be task-specific rather than purely computational.

Competing interpretations emerge

However, not all researchers agree with the interpretation that these results demonstrate fundamental reasoning limitations. University of Toronto economist Kevin A. Bryan argued on X that the observed limitations may reflect deliberate training constraints rather than inherent inabilities.

“If you tell me to solve a problem that would take me an hour of pen and paper, but give me five minutes, I’ll probably give you an approximate solution or a heuristic. This is exactly what foundation models with thinking are RL’d to do,” Bryan wrote, suggesting that models are specifically trained through reinforcement learning (RL) to avoid excessive computation.

Bryan suggests that unspecified industry benchmarks show “performance strictly increases as we increase in tokens used for inference, on ~every problem domain tried,” but notes that deployed models intentionally limit this to prevent “overthinking” simple queries. This perspective suggests the Apple paper may be measuring engineered constraints rather than fundamental reasoning limits.

Figure 6 from Apple's

Figure 6 from Apple’s “The Illusion of Thinking” research paper. Credit: Apple

Software engineer Sean Goedecke offered a similar critique of the Apple paper on his blog, noting that when faced with Tower of Hanoi requiring over 1,000 moves, DeepSeek-R1 “immediately decides ‘generating all those moves manually is impossible,’ because it would require tracking over a thousand moves. So it spins around trying to find a shortcut and fails.” Goedecke argues this represents the model choosing not to attempt the task rather than being unable to complete it.

Other researchers also question whether these puzzle-based evaluations are even appropriate for LLMs. Independent AI researcher Simon Willison told Ars Technica in an interview that the Tower of Hanoi approach was “not exactly a sensible way to apply LLMs, with or without reasoning,” and suggested the failures might simply reflect running out of tokens in the context window (the maximum amount of text an AI model can process) rather than reasoning deficits. He characterized the paper as potentially overblown research that gained attention primarily due to its “irresistible headline” about Apple claiming LLMs don’t reason.

The Apple researchers themselves caution against over-extrapolating the results of their study, acknowledging in their limitations section that “puzzle environments represent a narrow slice of reasoning tasks and may not capture the diversity of real-world or knowledge-intensive reasoning problems.” The paper also acknowledges that reasoning models show improvements in the “medium complexity” range and continue to demonstrate utility in some real-world applications.

Implications remain contested

Have the credibility of claims about AI reasoning models been completely destroyed by these two studies? Not necessarily.

What these studies may suggest instead is that the kinds of extended context reasoning hacks used by SR models may not be a pathway to general intelligence, like some have hoped. In that case, the path to more robust reasoning capabilities may require fundamentally different approaches rather than refinements to current methods.

As Willison noted above, the results of the Apple study have so far been explosive in the AI community. Generative AI is a controversial topic, with many people gravitating toward extreme positions in an ongoing ideological battle over the models’ general utility. Many proponents of generative AI have contested the Apple results, while critics have latched onto the study as a definitive knockout blow for LLM credibility.

Apple’s results, combined with the USAMO findings, seem to strengthen the case made by critics like Marcus that these systems rely on elaborate pattern-matching rather than the kind of systematic reasoning their marketing might suggest. To be fair, much of the generative AI space is so new that even its inventors do not yet fully understand how or why these techniques work. In the meantime, AI companies might build trust by tempering some claims about reasoning and intelligence breakthroughs.

However, that doesn’t mean these AI models are useless. Even elaborate pattern-matching machines can be useful in performing labor-saving tasks for the people that use them, given an understanding of their drawbacks and confabulations. As Marcus concedes, “At least for the next decade, LLMs (with and without inference time “reasoning”) will continue have their uses, especially for coding and brainstorming and writing.”

Photo of Benj Edwards

Benj Edwards is Ars Technica’s Senior AI Reporter and founder of the site’s dedicated AI beat in 2022. He’s also a tech historian with almost two decades of experience. In his free time, he writes and records music, collects vintage computers, and enjoys nature. He lives in Raleigh, NC.

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“yuck”:-wikipedia-pauses-ai-summaries-after-editor-revolt

“Yuck”: Wikipedia pauses AI summaries after editor revolt

Generative AI is permeating the Internet, with chatbots and AI summaries popping up faster than we can keep track. Even Wikipedia, the vast repository of knowledge famously maintained by an army of volunteer human editors, is looking to add robots to the mix. The site began testing AI summaries in some articles over the past week, but the project has been frozen after editors voiced their opinions. And that opinion is: “yuck.”

The seeds of this project were planted at Wikimedia’s 2024 conference, where foundation representatives and editors discussed how AI could advance Wikipedia’s mission. The wiki on the so-called “Simple Article Summaries” notes that the editors who participated in the discussion believed the summaries could improve learning on Wikipedia.

According to 404 Media, Wikipedia announced the opt-in AI pilot on June 2, which was set to run for two weeks on the mobile version of the site. The summaries appeared at the top of select articles in a collapsed form. Users had to tap to expand and read the full summary. The AI text also included a highlighted “Unverified” badge.

Feedback from the larger community of editors was immediate and harsh. Some of the first comments were simply “yuck,” with others calling the addition of AI a “ghastly idea” and “PR hype stunt.”

Others expounded on the issues with adding AI to Wikipedia, citing a potential loss of trust in the site. Editors work together to ensure articles are accurate, featuring verifiable information and a neutral point of view. However, nothing is certain when you put generative AI in the driver’s seat. “I feel like people seriously underestimate the brand risk this sort of thing has,” said one editor. “Wikipedia’s brand is reliability, traceability of changes, and ‘anyone can fix it.’ AI is the opposite of these things.”

“Yuck”: Wikipedia pauses AI summaries after editor revolt Read More »

after-rfk-jr.-fires-vaccine-advisors,-doctors-brace-for-blitz-on-childhood-shots

After RFK Jr. fires vaccine advisors, doctors brace for blitz on childhood shots


The medical community is outraged, but Sen. Bill Cassidy continues to be reassured.

US Secretary of Health and Human Services nominee Robert F. Kennedy Jr. listens as President Donald Trump holds a cabinet meeting at the White House in Washington, DC, on February 26, 2025. Credit: Getty | Jim Watson

The medical community is bracing for attacks on, and the possible dismantling of, federal recommendations for safe, lifesaving childhood vaccinations after health secretary and fervent anti-vaccine advocate Robert F. Kennedy Jr. abruptly fired all 17 members of a federal vaccine advisory committee Monday.

Outrage has been swift after Kennedy announced the “clean sweep” of the Centers for Disease Control and Prevention’s vaccine advisory panel, the Advisory Committee on Immunization Practices (ACIP). He made the announcement in a Wall Street Journal op-ed.

Open protest erupted at the CDC on Tuesday, with staff calling for Kennedy’s resignation. Staff rallied outside CDC headquarters in Atlanta, objecting to agency firings, cuts to funding and critical programs, scientific censorship, as well as ACIP’s ouster.

“I am here today to tell you that the secretary of health and human services, Robert F. Kennedy Jr., has shown himself to be a domestic health threat,” Anna Yousaf, an infectious disease researcher at the CDC’s National Center for Immunization and Respiratory Diseases, said amid the rally, according to CBS News.

“These attacks against scientific standards and well-established processes culminated yesterday when Secretary Kennedy announced that he is firing all of the members … of ACIP,” Yousaf continued, eliciting ‘boos’ from the crowd.

“The wrong side of history”

Meanwhile, the American Medical Association, which is currently holding its annual meeting in Chicago, passed an emergency resolution Tuesday calling for Kennedy to immediately reverse the ACIP purge and for the Senate to investigate Kennedy’s decision, according to reporting by MedPage Today.

Some AMA delegates expressed concern that the call for a congressional investigation was a “poison pill” that would diminish the impact of the rest of the statement and would fail to reveal any new information. But the concerns were easily quashed.

“We do not want to be on the wrong side of history,” said Jason Goldman, who introduced the emergency resolution and who is also president of the American College of Physicians. “The country is burning down. Our infrastructure is burning down. Whether the outcome of this investigation is preordained should not determine our ability and desire to… take a stand, fight for what we believe in, and ask the government to do their job.”

Priya Desai, a delegate who spoke on behalf of the medical student section, meanwhile, admonished the AMA for not taking a stand against Kennedy sooner. “We did not speak up back in November with the nomination of RFK [Jr.]… We did not speak up back in January… when he was officially endorsed. Congratulations, this poison pill we have swallowed. It is time for us to act now,” she said.

While calling to support and maintain the current ACIP structure and processes, the AMA’s emergency resolution also indicated that the association will try to establish an ACIP alternative if the CDC’s advisory committee becomes corrupted by Kennedy. The AMA will “identify and evaluate alternative evidence-based vaccine advisory structures and invest resources in such initiatives, as necessary,” the resolution reads.

“I’m very worried”

In an exclusive interview with Stat, one fired ACIP member, Helen Chu, a professor of infectious diseases at the University of Washington, said she and the rest of the board were blindsided by Kennedy’s firings. Other fired members told Stat that they could not do interviews with media after their institutions told them to keep a low profile to avoid reprisal from the Trump administration.

Chu told Stat that she did not know what ACIP’s future would look like—whether the committee would have decision-making authority, whether its discussions would remain transparent, or whether its members would continue to be experts. “But it is likely that it will send vaccine recommendations in a completely different direction than where they’ve been for the past 60 years,” Chu said.

She noted that some states have already started creating their own vaccine recommendations, which will “create an even more divided country.”

“I’m very worried,” she added. “ACIP is the model for the rest of the world in terms of how you carefully deliberate and are thoughtful and look at all of the data. … To disband what is often considered an international gold standard for vaccine policy, and to disband it in this way is just sending a very clear message to the rest of the world. And also sending a clear message to Americans that scientific expertise is no longer of use for making vaccine policy.”

Her interview also highlighted the extensive conflicts-of-interest vetting that ACIP members undergo. She was a relatively new member of the committee, only voting in one meeting prior to her termination. She had been vetted in a two-year process before that.

A big “nothing”

In Kennedy’s op-ed, he claimed that ACIP members are “plagued with persistent conflicts of interest.” But independent investigations have found that to be false. An investigation by Science found strict requirements for public disclosures, divestment of financial interests related to vaccines, and for members to recuse themselves from votes where a conflict exists.

Likewise, the editorial board of The Wall Street Journal, which opposes Kennedy’s role as health secretary, also found no evidence to support Kennedy’s attack on the now-ousted ACIP members. In a derisive response to Kennedy’s op-ed, the board wrote Tuesday that documents on ACIP members’ conflicts of interest “show that the members have properly recused themselves from decisions that involve products for which they served as trial investigators, as well as those of their competitors, or if they held stock in companies. In other words, the conflicts of interest were honestly handled.” The board concluded Kennedy’s claims “proved to be nothing.”

Since Kennedy’s ACIP purge, significant attention has shifted to Senator Bill Cassidy (R-La.), who sharply criticized Kennedy’s anti-vaccine stances but voted to confirm him anyway, saying Kennedy made public promises not to muddle vaccination policy. Those promises included not changing the ACIP.

Cassidy told a HuffPost reporter Tuesday that Kennedy did not break that promise by clearing out the ACIP. Rather, Kennedy promised he wouldn’t change “the process,” not that he wouldn’t change the committee members. In a social media post on Monday, Cassidy indicated that he continues to get reassurances from Kennedy about the promises. “Of course, now the fear is that the ACIP will be filled up with people who know nothing about vaccines except suspicion. I’ve just spoken with Secretary Kennedy, and I’ll continue to talk with him to ensure this is not the case.”

“Vindicating his critics”

The Wall Street Journal’s editorial board responded directly to Cassidy on this, writing: “That’s nice, but Mr. Kennedy seems more intent on vindicating his critics than pleasing the Senator.”

In a social media post late Tuesday, Kennedy only provided more fuel to concerns over his meddling in federal vaccine policy. The post was prefaced by saying that he would not appoint “ideological anti-vaxxers” to replace ACIP members. But, he then went on a lengthy tirade accusing ACIP of “malevolent malpractice” and attacking the evidence vaccine experts have used to assess the safety of routine childhood immunizations. Specifically, he squabbled over whether placebo-controlled trials used inert placebos or active controls.

Kennedy, who has no medical or scientific background and rejects germ theory, concluded by tying vaccines to a period in which “chronic diseases in our children exploded.” The post, like Kennedy’s lengthy history as an anti-vaccine advocate and conspiracy theorist, suggests he will continue to sow distrust about safe, lifesaving, and thoroughly vetted vaccines, if not directly work to undermine Americans’ access to them.

Kennedy says he will announce new ACIP members “in the coming days”—ditching the lengthy vetting process previously in place. The health department put out a news release suggesting that a previously scheduled meeting June 25–27 will still be held.

Photo of Beth Mole

Beth is Ars Technica’s Senior Health Reporter. Beth has a Ph.D. in microbiology from the University of North Carolina at Chapel Hill and attended the Science Communication program at the University of California, Santa Cruz. She specializes in covering infectious diseases, public health, and microbes.

After RFK Jr. fires vaccine advisors, doctors brace for blitz on childhood shots Read More »

she-was-a-disney-star-with-platinum-records,-but-bridgit-mendler-gave-it-up-to-change-the-world

She was a Disney star with platinum records, but Bridgit Mendler gave it up to change the world


“The space industry has a ground bottleneck, and the problem is going to get worse.”

The Northwood Space team is all smiles after the first successful test of “Frankie.” Clockwise, from lower left: Shaurya Luthra, Marvin Shu, Josh Lehtonen, Thomas Row, Dan Meinzer, Griffin Cleverly, Bridgit Mendler. Credit: Shaurya Luthra

The Northwood Space team is all smiles after the first successful test of “Frankie.” Clockwise, from lower left: Shaurya Luthra, Marvin Shu, Josh Lehtonen, Thomas Row, Dan Meinzer, Griffin Cleverly, Bridgit Mendler. Credit: Shaurya Luthra

Bridgit Mendler was not in Hollywood anymore. Instead, she found herself in rural North Dakota, where the stars sparkled overhead rather than on the silver screen. And she was freezing.

When her team tumbled out of their rental cars after midnight, temperatures had already plummeted into the 40s. Howling winds carried their breath away before it could fog the air. So it was with no small sense of urgency that the group scrambled to assemble a jury-rigged antenna to talk to a spacecraft that would soon come whizzing over the horizon. A few hours later, the rosy light of dawn shone on the faces of a typically scrappy space startup: mostly male, mostly disheveled.

Then there was Mendler, the former Disney star and pop music sensation—and she was running the whole show.

Mendler followed an improbable path from the Disney Channel to North Dakota. She was among the brightest adolescent stars born in the early 1990s, along with Ariana Grande, Demi Lovato, and Selena Gomez, who gained fame as teenagers on the Disney Channel and Nickelodeon by enthralling Gen Z. During the first decade of the new millennium, before the rise of Musical.ly and then TikTok, television still dominated the attention of young children. And they were watching the Disney Channel in droves.

Like many of her fellow teenage stars, Mendler parlayed television fame into pop stardom, scoring a handful of platinum records. But in her mid-20s, Mendler left that world behind and threw herself into academia. She attended some of the country’s top universities and married an aerospace engineer. A couple of years ago, the two of them founded a company to address what they believed was a limiting factor in the space economy: transferring data from orbit.

Their company, Northwood Space, employed just six people when it deployed to North Dakota last October. But the team already had real hardware. On the windswept plain, they unpacked and assembled “Frankie,” their cobbled-together, phased-array satellite dish affectionately named after Mary Shelley’s masterpiece Frankenstein.

“We had the truck arrive at two o’clock in the morning,” Mendler said. “Six hours later, we were operational. We started running passes. We were able to transmit to a satellite on our first try.” The team had been up all night by then. “I guess that’s when my Celsius addiction kind of kicked in,” she said.

Guzzling energy drinks isn’t the healthiest activity, but it fits with the high-energy, frenetic rush of building a space startup. To survive without a billionaire’s backing, startups must stay lean and move quickly. And it’s not at all clear that Northwood will survive, as most space startups fail due to a lack of funding, long technology horizons, or regulatory hurdles. So within a year of seriously beginning operations, it’s notable that Northwood was already in the field, testing hardware and finding modest success.

From a technological standpoint, a space mission must usually complete three functions. A spacecraft must launch into orbit. It must deploy its solar panels, begin operations, and collect data. Finally, it must send its data back. If satellite data does not return to Earth in a timely manner, it’s worthless. This process is far more difficult than one might think—and not that many people think about it. “Ground stations,” Mendler acknowledges, are some of the most “unsexy and boring problems” in the space industry.

The 32-year-old Mendler now finds herself exactly where she wants to be. The life she has chosen—leading a startup in gritty El Segundo, California, delving into regulatory minutiae, and freezing in rural North Dakota to tackle “boring” problems—lies a world away from a seemingly glamorous life in the entertainment industry. That’s just fine with her.

“When I was growing up, I always said I wanted to be everything,” she said. “So in a certain sense, maybe I wouldn’t be surprised about where I ended up. But I would certainly be happy.”

Good Luck Charlie

Mendler may have wanted to be everything, but in her early years, what she most wanted to be was an actor. In 2001, when Mendler was eight, her parents moved across the country from Washington, DC, to the Bay Area. Her father designed fuel-efficient automobile engines, and her mother was an architect doing green design. Her mom, working from home, enrolled Mendler in an acting camp to help fill the days.

Mendler caught the bug. Although her parents were supportive of these dreams, they told her she would have to work to make it happen.

“We still had the Yellow Pages at the time, and so my little kid self was just flipping through the Yellow Pages trying to figure out how to get an agent,” she said. “And it was a long journey. Something that people outside of acting maybe don’t realize is that you encounter a shit ton of rejection. And so my introduction to acting was a ton of rejection in the entertainment industry. But I was like, ‘I’m gonna freaking figure this out.’”

After three years, Mendler began to get voice-acting roles in small films and video games. In November, 2006, she appeared on television for the first time in an episode of the soap opera General Hospital. Another three years would pass before she had a real breakthrough, appearing as a recurring character on Wizards of Waverly Place, a Disney Channel show starring Selena Gomez. She played a vampire girlfriend.

Mendler starred as “Teddy” in the Disney Channel show Good Luck Charlie. Here, she’s sharing a moment with her sister, “Charlie.”

Credit: Adam Taylor/Disney Channel via Getty Images

Mendler starred as “Teddy” in the Disney Channel show Good Luck Charlie. Here, she’s sharing a moment with her sister, “Charlie.” Credit: Adam Taylor/Disney Channel via Getty Images

Mendler impressed enough in this role to be offered the lead in a new sitcom on Disney Channel, Good Luck Charlie, playing the older sister to a toddler named Charlie. In this role, Mendler made a video diary for Charlie, offering advice on how to be a successful teenager. The warm-hearted series ran for four years. Episodes regularly averaged more than 5 million viewers.

My two daughters were among them. They were a decade younger than Mendler, who was 18 when the first episodes aired in 2010. I would sometimes watch the show with my girls. Mendler’s character was endearing, and her advice to Charlie, I believe, helped my own younger daughters anticipate their teenage years. A decade and a half later, my kids still look up to her not just for being on television but for everything else she has accomplished.

As her star soared on the Disney Channel, Mendler moved into music. She recorded gold and platinum records, including her biggest hit, “Ready or Not,” in 2012.

Prominent childhood actors have always struggled with the transition to adulthood. Disney stars like Lindsay Lohan and Demi Lovato developed serious substance abuse problems, while others, such as Miley Cyrus and Selena Gomez, abruptly adopted new, much more mature images that contrasted sharply with their characters on children’s TV shows.

Mendler chose a different path.

Making an impact

As a pre-teen, Mendler would lie in bed at night listening to her mom working upstairs in the kitchen. They lived in a small house amid the redwoods north of Sausalito, California. When Mendler awoke some mornings, her mom would still be tapping away at her architectural designs. “That’s kind of how I viewed work,” Mendler said.

One of her favorite books as a kid was Miss Rumphius, about a woman who spread lupine seeds (also known as bluebonnets) along the coast of Maine to make the countryside more beautiful. The picture book offered an empowering message: Every person has a choice about how to make an impact on the world.

This environment shaped Mendler. She saw her mom work all night, saw experimental engines built by her dad scattered around the house, and had conversations around the dinner table about the future and how she could find her place in it. As she aged into adulthood, performing before thousands of people on stage and making TV shows and movies, Mendler felt like she was missing something. In her words, life in Los Angeles felt “anemic.” She had always liked to create things herself, and she wasn’t doing that.

“The niche that I had wedged myself into was not allowing me to have my own voice and perspective,” she said. “I wound up going down a path where I was more the vessel for other people’s creations, and I wondered what it would be like to be a little bit more in charge of my voice than I was in Hollywood.”

So Mendler channeled her inner nerd. She began to bring textbooks on game theory to the set of movies and TV shows. She took a few college courses. When a topic intrigued her, she would email an author or professor or reach out to them on Twitter.

Her interest was turbocharged when she neared her 25th birthday. Throughout the mid-2010s, Mendler continued to act and release music. One day, while filming a movie called Father of the Year in Massachusetts for Netflix, she had a day off. Her uncle took Mendler to visit the famed Media Lab at the Massachusetts Institute of Technology. This research lab brings together grad students, researchers, and entrepreneurs from various disciplines to develop technology—things like socially engaging robots and biologically inspired engineering. It was a vibrant meeting space for brilliant minds who wanted to build a better future.

“I knew right then I needed to go there,” she said. “I needed to find a way.”

But there was a problem. The Media Lab only offered graduate student programs. Mender didn’t have an undergraduate degree. She’d only taken a handful of college courses. Officials at MIT told her that if she could build her own things, they would consider admitting her to the program. So she threw herself into learning how to code, working on starter projects in HTML, JavaScript, CSS, and Python. It worked.

In 2018, Mendler posted on Twitter that she was starting a graduate program at MIT to focus on better understanding social media. “As an entertainer, for years I struggled with social media because I felt like there was a more loving and human way to connect with fans. That is what I’m going to study,” she wrote. “Overall, I just hope that this time can be an adventure, and I have a thousand ideas I want to share with you so please stay tuned!”

That fall she did, in fact, start working on social media. Mendler was fascinated with it—Twitter in particular—and its role as the new public square. But at the Media Lab, there are all manner of interdisciplinary groups. The one right next to Mendler, for example, was focused on space.

Pop startup

In the months before she left Los Angeles for MIT, Mendler’s life changed in an important way. Through friends, she met an aerospace engineer named Griffin Cleverly. Southern California is swarming with aerospace engineers, but it’s perhaps indicative of the different circles between Hollywood and Hawthorne that Cleverly was the first rocket scientist Mendler had ever met.

“The conversations we had were totally different,” she said. “He has so many thoughts about so many things, both in aerospace and other topics.”

They hit it off. Not long after Mendler left for the MIT Lab, Cleverly followed her to Massachusetts, first applying himself to different projects at the lab before taking a job working on satellites for Lockheed Martin. The two married a year later, in 2019.

By the next spring, Mendler was finishing her master’s thesis at MIT on using technology to help resolve conflicts. Then the world shut down due to the COVID-19 pandemic. She and Cleverly suddenly had a lot of time on their hands.

They retreated to a lake house owned by Mendler’s family in rural New Hampshire. The house had been in the family since just after World War II, and the couple decided to experiment with antennas to see what they could do. They would periodically mask up and drive to a Home Depot in nearby Concord for supplies. They built different kinds of antennas, including parabolic and helical designs, to see what they could communicate with far away.

Mendler gave up a successful career in music and acting to earn a master’s degree at MIT.

Mendler gave up a successful career in music and acting to earn a master’s degree at MIT.

As they experimented, Mendler and Cleverly began to think about the changing nature of the space industry. At the time, SpaceX’s Starlink constellation was just coming online to deliver broadband around the world. The company’s Falcon 9 launches were ramping up. Satellites were becoming smaller and cheaper, constellations were proliferating, and companies like K2 were seeking to mass produce.

Mendler and Cleverly believed that the volume of data coming down from space was about to explode—and that existing commercial networks weren’t capable of handling it all.

“The space industry has been on even-keeled growth for a long time,” Cleverly said. “But what happens when you hit that hockey stick across the industry? Launch seemed like it was getting taken care of. Mass manufacturing of satellites appeared to be coming. We saw these trends and were trying to understand how the industry was going to react to them. When we looked at the ground side, it wasn’t clear that anyone really was thinking about the ramifications there.”

As the pandemic waned, the couple resumed more normal lives. Mendler continued her studies at MIT, but she was now thoroughly hooked on space. Her husband excelled at working with technology to communicate with satellites, so Mendler focused on the non-engineering side of the space industry. “With space, so many folks focus on how complicated it is from an engineering perspective, and for good reason, because there are massive engineering problems to solve,” she said. “But these are also really operationally complex problems.”

For example, ground systems that communicate with satellites as they travel around the world operate in different jurisdictions, necessitating contracts and transactions in many countries. Issues with liability, intellectual property, insurance, and regulations abound. So Mendler decided that the next logical step after MIT was to attend law school. Because she lacked an undergraduate degree, most schools wouldn’t admit her. But Harvard University has an exception for exceptional students.

“Harvard was one of the few schools that admitted me,” she said. “I ended up going to law school because I was curious about understanding the operational aspects of working in space.”

These were insanely busy years. In 2022, when she began law school, Mendler was still conducting research at MIT. She soon got an internship at the Federal Communications Commission that gave her a broader view of the space industry from a regulatory standpoint. And in August 2022, she and Cleverly, alongside a software expert from Capella Space named Shaurya Luthra, founded Northwood Space.

So Bridgit Mendler, while studying at MIT and Harvard simultaneously, added a new title to her CV: chief executive officer.

Wizards of Waverly Space

Initially, the founders of Northwood Space did little more than study the market and write a few research papers, assessing the demand for sending data down to Earth, whether there would be customers for a new commercial network to download this data, and if affordable technology solutions could be built for this purpose. After about a year, they were convinced.

“Here’s the vision we ended up with,” Mendler said. “The space industry has a ground bottleneck, and the problem is going to get worse. So let’s build a network that can address that bottleneck and accelerate space capabilities. The best way to go about that was building capacity.”

If you’re like most people, you don’t spend much time pondering how data gets to and from space. To the extent one thinks about Starlink, it’s probably the satellite trains and personal dishes that spring to mind. But SpaceX has also had to build large ground stations around the world, known as gateways, to pipe data into space from the terrestrial Internet. Most companies lack the resources to build global gateways, so they use a shared commercial network. This has drawbacks, though.

Getting data down in a timely manner is not a trivial problem. From the earliest days of NASA through commercial operations today, operators on Earth generally do not maintain continual contact with satellites in space. For spacecraft in a polar orbit, contact might be made several times a day, with a lag in data of perhaps 30 minutes or as high as 90 minutes in some cases.

This is not great. Let’s say you want to use satellite imagery to fight wildfires. Data on the spread of a wildfire can help operators on the ground deploy resources to fight it. But for this information to be useful in real time, it must be downlinked within minutes of its collection. The existing infrastructure incurs delays that make most currently collected data non-actionable for firefighters. So the first problem Northwood wants to solve is persistence, with a network of ground stations around the world that would allow operators to continually connect with their satellites.

After persistence, the next problem faced by satellite operators is constraints on bandwidth. Satellites collect reams of data in orbit and must either process it on board or throw a lot of it away.

Mendler said that within three years, Northwood aims to build a shared network capable of linking to 500 spacecraft at a time. This may not sound like a big deal, but it’s larger than every commercially available shared ground network and the US government’s Satellite Control Network combined. And these tracking centers took decades to build. Each of Northwood’s sites, spread across six continents, is intended to download far more data than can be brought down on commercial networks today, the equivalent of streaming tens of thousands of Blu-ray discs from space concurrently.

“Our job is to figure out how to most efficiently deliver those capabilities,” Mendler said. “We’re asking, how can we reliably deliver a new standard of connectivity to the industry, at a viable price point?”

With these aims in mind, Mendler and Cleverly got serious about their startup in the fall of 2023.

Frankie goes from Hollywood

Over the previous decade, SpaceX had revolutionized the rocket industry, and a second generation of private launch companies was maturing. Some, like Rocket Lab, were succeeding. Others, such as Virgin Orbit, had gone bankrupt. There were important lessons in these ashes for a space startup CEO.

Among the most critical for Mendler was keeping costs low. Virgin Orbit’s payroll had approached 700 people to support a rocket capable of limited revenue. That kind of payroll growth was a ticket to insolvency. She also recognized SpaceX’s relentless push to build things in-house and rapidly prototype hardware through iterative design as key to the company’s success.

By the end of 2023, Mendler was raising the company’s initial funding, a seed round worth $6.3 million. Northwood emerged from “stealth mode” in February 2024 and set about hiring a small team. Early that summer, it began pulling together components to build Frankie, a prototype for the team’s first product—modular phased-array antennas. Northwood put Frankie together in four months.

“Our goal was to build things quickly,” Mendler said. “That’s why the first thing we did after raising our seed round was to build something and put it in the field. We wanted to show people it was real.”

Unlike a parabolic dish antenna—think a DirecTV satellite dish or the large ground-based antennas that Ellie Arroway uses in Contact—phased-array antennas are electrically steerable. Instead of needing to point directly at their target to collect a signal, phased-array antennas produce a beam of radio waves that can “point” in different directions without moving the antenna. The technology is decades old, but its use in commercial applications has been limited because it’s more difficult to work with than parabolic dishes. In theory, however, phased array antennas should let Northwood build more capable ground stations, pulling down vastly more data within a smaller footprint. In business terms, the technology is “scalable.”

But before a technology can scale, it must work.

In late September 2024, the company’s six engineers, a business development director, and Mendler packed Frankie into a truck and sent it rolling off to the Dakotas. They soon followed, flying commercial to Denver and then into Devils Lake Regional Airport. On the first day of October, the party checked into Spirit Lake Casino.

That night, they drove out to a rural site owned by Planet Labs, nearly an hour away, that has a small network station to communicate with its Earth-imaging satellites. This site consisted of two large antennas, a small operations shed for the networking equipment, and a temporary trailer. The truck hauling Frankie arrived at 2 am local time.

The company’s antenna, “Frankie,” arrives early on October 2 and the team begins to unload it.

Credit: Bridgit Mendler

The company’s antenna, “Frankie,” arrives early on October 2 and the team begins to unload it. Credit: Bridgit Mendler

Before sunrise, as the team completed setup, Mendler went into the nearest town, Maddock. The village has one main establishment, Harriman’s Restaurant & Bobcat Bar. The protean facility also serves as an opera house, community library, and meeting place. When Mendler went to the restaurant’s counter and ordered eight breakfast burritos, she attracted notice. But the locals were polite.

Returning to her team, they gathered in the small Planet Labs trailer on the windswept site. There were no lights, so they carried their portable floodlights inside. The space lacked room for chairs, so they huddled around one another in what they affectionately began referring to as the “food closet.” At least it kept them out of the wind.

The team had some success on the first morning, as Frankie communicated with a SkySat flying overhead, a Planet satellite a little larger than a mini refrigerator. First contact came at 7: 34 am, and they had some additional successes throughout the day. But communication remained one-way, from the ground to space. For satellite telemetry, tracking, and command—TT&C in industry parlance—they needed to close the loop. But Frankie could not receive a clear X Band signal from space; it was coming in too weak.

“While we could command the satellite, we could not receive the acknowledgments of the command,” Mendler said.

The best satellite passes were clumped during the overnight hours. So over the next few days, the team napped in their rental cars, waiting to see if Frankie could hear satellites calling home. But as the days ticked by, they had no luck. Time was running out.

Solving their RF problems

As the Northwood engineers troubleshot the problem with low signal power, they realized that with some minor changes, they could probably boost the signal. But this would require reconfiguring and calibrating Frankie.

The team scrambled to make these changes on the afternoon of October 4, before four passes in a row that night starting at 3 am. This was one of their last, best chances to make things work. After implementing the fix, the bedraggled Northwood team ate a muted dinner at their casino hotel before heading back out to the ground station. There, they waited in nervous silence for the first pass of the night.

When the initial satellite passed overhead, the space-to-ground power finally reached the requisite level. But Northwood could not decode the message due to a coaxial cable being plugged into the wrong port.

Then they missed the second pass because an inline amplifier was mistakenly switched off.

The third satellite pass failed due to a misrouted switch in Planet’s radio-frequency equipment.

So they were down to the final pass. But this time, there were no technical snafus. The peak of the signal came in clean and, to the team’s delight, with an even higher signal-to-noise ratio than anticipated. Frankie had done it. High fives and hugs all around. The small team crashed that morning before successfully repeating the process the next day.

After that, it was time to celebrate, Dakota style. The team decamped to Harriman’s, where Mendler’s new friend Jim Walter, the proprietor, served them shots. After a while, he disappeared into the basement and returned with Bobcat Bar T-shirts he wanted them to have as mementos. Later that night, the Northwood team played blackjack at the casino and lost their money at the slot machines.

Yet in the bigger picture, they had gambled and won. Mendler wanted to build fast, to show the world that her company had technical chops. They had thrown Frankie together and rushed headlong into the rough-and-tumble countryside, plugged in the antenna, and waited to see what happened. A lot of bad things could have happened, but instead, the team hit the jackpot.

“We were able to go from the design to actually build and deploy in that four-month time period,” Mendler said. “That resulted in a lot of different customers knocking down our door and helping to shape requirements for this next version of the system that we’re going to be able to start demoing soon. So in half a year, we radically revised our product, and we will begin actually putting them out in the field and operating this year. Time is very much at the forefront of our mind.”

Can ground stations fly high?

The fundamental premise behind Northwood is that a bottleneck constrains the ability to bring down data from space and that a lean, new-space approach can disrupt the existing industry. But is this the case?

“The demand for ground-based connectivity is rising,” said Caleb Henry, director of research at Quilty Space. “And your satellites are only as effective as your gateways.”

This trend is being driven not only by the rise of satellites in general but also by higher-resolution imaging satellites like Planet’s Pelican satellites or BlackSky’s Gen-3 satellites. There has also been a corresponding increase in the volume of data from synthetic aperture radar satellites, Henry said. Recent regulatory filings, such as this one in the United Kingdom, underscore the notion that ongoing data bottlenecks persist. However, Henry said it’s not clear whether this growth in data will be linear or exponential.

The idea of switching from large, single-dish antennas to phased arrays is not new. This is partly because there are questions about how expensive it would be to build large, capable phased-array antennas to talk to satellites hundreds of miles away—and how energy intensive this would be.

Commercial satellite operators currently have a limited number of options for communicating with the ground. A Norwegian company, Kongsberg Satellite Services (or KSAT), has the largest network of ground stations. Other players include Swedish Space Systems, Leaf Space in Italy, Atlas Space Operations in Michigan, and more. Some of these companies have experimented with phased-array antennas, Henry said, but no one has made the technology the backbone of its network.

By far the largest data operator in low-Earth orbit, SpaceX, chose dish-based gateways for its ground stations around the world that talk to Starlink satellites. (The individual user terminals are phased-array antennas, however.)

Like reuse in the launch industry, a switch to phased-array antennas is potentially disruptive. Large dishes can only communicate with a single satellite at a time, whereas phased-array antennas can make multiple connections. This allows an operator to pack much more power into a smaller footprint on the ground. But as with SpaceX and reuse, the existing ground station operators seem to be waiting to see if anyone else can pull it off.

“The industry just has not trusted that the level of destruction phased-array antennas can bring is worth the cost,” Henry said. “Reusability wasn’t trusted, either, because no one could do it affordably and effectively.”

So can Northwood Space do it? One of the very first investors in SpaceX, the Founders Fund, believes so. It participated in the seed round for Northwood and again in a Series A round, valued at $30 million, which closed in April.

When Mendler first approached the fund about 18 months ago, it was an easy decision, said Delian Asparouhov, a partner at the fund.

“We probably only discussed it for about 15 minutes,” Asparouhov said. “Bridgit was perfect for this. I think we met on a Tuesday and had a term sheet signed on a Thursday night. It happened that fast.”

The Founders Fund had been studying the idea for a while. Rocket, satellites, and reentry vehicles get all of the attention, but Asparouhov said there is a huge need for ground systems and that phased-array technology has the ability to unlock a future of abundant data from space. His own company, Varda Space, is only able to communicate with its spacecraft for about 35 minutes every two hours. Varda vehicles conduct autonomous manufacturing in space, and the ability to have continuous data from its vehicles about their health and the work on board would be incredibly helpful.

“Infrastructure is not sexy,” Asparouhov said. “We needed someone who could turn that into a compelling story.”

Mendler, with her novel background, was the person. But she’s not just an eloquent spokesperson for the industry, he said. Building a company is hard, from finding facilities to navigating legal work to staffing up. Mendler appears to be acing these tasks. “Run through the LinkedIn of the team she’s recruited,” he said. “You’ll see that she’s knocked it out of the park.”

Ready or not

At Northwood, Mendler has entered a vastly different world from the entertainment industry or academia. She consults with fast-talking venture capitalists, foreign regulators, lawyers, rocket scientists, and occasionally the odd space journalist. It’s a challenging environment usually occupied by hotshot engineers—often arrogant, hard-charging men.

Mendler stands out in this setting. But her life has always been about thriving in tough environments.

Whatever happens, she has already achieved success in one important way. As an actor and singer, Mendler often felt as though she was dancing to someone else’s tune. No longer. At Northwood, she holds the microphone, but she is also a director and producer. If she fails—and let’s be honest, most new space companies do fail—it will be on her own terms.

Several weeks ago, Mendler was sitting at home, watching the movie Meet the Robinsons with her 6-year-old son. One of the main themes of the animated Disney film is that one should “keep moving forward” in life and that it’s possible to build a future that is optimistic for humanity—say, Star Trek rather than The Terminator or The Matrix.

“It shows you what the future could look like,” Mendler said of the movie. “And it gave me a little sad feeling, because it is so optimistic and beautiful. I think people can get discouraged by a dystopian outlook about what the future can look like. We need to remember we can build something positive.”

She will try to do just that.

Photo of Eric Berger

Eric Berger is the senior space editor at Ars Technica, covering everything from astronomy to private space to NASA policy, and author of two books: Liftoff, about the rise of SpaceX; and Reentry, on the development of the Falcon 9 rocket and Dragon. A certified meteorologist, Eric lives in Houston.

She was a Disney star with platinum records, but Bridgit Mendler gave it up to change the world Read More »

apple-details-the-end-of-intel-mac-support-and-a-phaseout-for-rosetta-2

Apple details the end of Intel Mac support and a phaseout for Rosetta 2

The support list for macOS Tahoe still includes Intel Macs, but it has been whittled down to just four models, all released in 2019 or 2020. We speculated that this meant that the end was near for Intel Macs, and now we can confirm just how near it is: macOS Tahoe will be the last new macOS release to support any Intel Macs. All new releases starting with macOS 27 will require an Apple Silicon Mac.

Apple will provide additional security updates for Tahoe until fall 2028, two years after it is replaced with macOS 27. That’s a typical schedule for older macOS versions, which all get one year of major point updates that include security fixes and new features, followed by two years of security-only updates to keep them patched but without adding significant new features.

Apple is also planning changes to Rosetta 2, the Intel-to-Arm app translation technology created to ease the transition between the Intel and Apple Silicon eras. Rosetta will continue to work as a general-purpose app translation tool in both macOS 26 and macOS 27.

But after that, Rosetta will be pared back and will only be available to a limited subset of apps—specifically, older games that rely on Intel-specific libraries but are no longer being actively maintained by their developers. Devs who want their apps to continue running on macOS after that will need to transition to either Apple Silicon-native apps or universal apps that run on either architecture.

Apple details the end of Intel Mac support and a phaseout for Rosetta 2 Read More »

mercedes’-next-electric-glc-rides-great—we’ve-driven-the-prototype

Mercedes’ next electric GLC rides great—we’ve driven the prototype

The Sport setting is good, with ride comfort controlled and comfortable while still being firm. If you’re bombing down a back road, I can see being entertained by the setting, though it’s no AMG sports car. It’s also not as firm as something like a Hyundai Ioniq 5 N.

With good range, great fast charging, and a wonderful ride, the GLC with EQ Technology should be a success. Credit: Mercedes-Benz

The Comfort setting, however, is excellent. As part of the program, we were invited to drive all the generations of Mercedes S-Class vehicles, and I had just climbed out of a current W223-generation car before my prototype drive. The GLC wafts along the highway in much the same way the S-Class does. It features the air suspension from the S-Class, but having the same hardware doesn’t mean it’s tuned the same way.

It’s almost uncanny how the heavy crossover cruises along with nearly the same comfort level as the suspension in the Mercedes-Benz flagship. While I like the Cadillac Lyriq a lot, when it comes to ride comfort in the posh setting, the GLC with EQ Technology is the clear winner.

It’s hard to find any gripes, though my time behind the wheel was limited. Still, it was good to experience the prototype GLC on a variety of different road surfaces in a short period; that’s what makes test facilities awesome. But it wasn’t enough time to live with the vehicle, find all its foibles, and render a solid final verdict.

That said, my initial impressions are solid. If Mercedes engineers can deliver on the charging performance and get close to its range estimates, it should have a solid EV on its hands. If the final version is as comfortable to drive—and sporty when it needs to be—while being able to haul kids, groceries, and gear like a family car should, the GLC with EQ Technology should find favor.

Mercedes’ next electric GLC rides great—we’ve driven the prototype Read More »

apple-tiptoes-with-modest-ai-updates-while-rivals-race-ahead

Apple tiptoes with modest AI updates while rivals race ahead

Developers, developers, developers?

Being the Worldwide Developers Conference, it seems appropriate that Apple also announced it would open access to its on-device AI language model to third-party developers. It also announced it would integrate OpenAI’s code completion tools into its XCode development software.

Craig Federighi stands in front of a screen with the words

Apple Intelligence was first unveiled at WWDC 2024. Credit: Apple

“We’re opening up access for any app to tap directly into the on-device, large language model at the core of Apple,” said Craig Federighi, Apple’s software chief, during the presentation. The company also demonstrated early partner integration by adding OpenAI’s ChatGPT image generation to its Image Playground app, though it said user data would not be shared without permission.

For developers, Apple’s inclusion of ChatGPT’s code-generation capabilities in XCode may represent Apple’s attempt to match what rivals like GitHub Copilot and Cursor offer software developers in terms of AI coding augmentation, even as the company maintains a more cautious approach to consumer-facing AI features.

Meanwhile, competitors like Meta, Anthropic, OpenAI, and Microsoft continue to push more aggressively into the AI space, offering AI assistants (that admittedly still make things up and suffer from other issues, such as sycophancy).

Only time will tell if Apple’s wariness to embrace the bleeding edge of AI will be a curse (eventually labeled as a blunder) or a blessing (lauded as a wise strategy). Perhaps, in time, Apple will step in with a solid and reliable AI assistant solution that makes Siri useful again. But for now, Apple Intelligence remains more of a clever brand name than a concrete set of notable products.

Apple tiptoes with modest AI updates while rivals race ahead Read More »

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“Culture of fear and suppression”: NIH staff speak out against Trump admin

“A risk”

Backlash to the idea was quick, with the World Health Organization Director-General Tedros Adhanom Ghebreyesus immediately calling it “unethical.”

“Allowing a dangerous virus that we don’t fully understand to run free is simply unethical. It’s not an option,” Tedros said in a news briefing at the time.

In the letter on Monday, NIH researchers speak directly to Bhattacharya, writing, “We hope you will welcome this dissent, which we modeled after your Great Barrington Declaration.” They titled the letter “The Bethesda Declaration,” named after the NIH’s location in Maryland.

“Standing up in this way is a risk, but I am much more worried about the risks of not speaking up,” Jenna Norton, a program officer at the NIH’s National Institute of Diabetes and Digestive and Kidney Diseases, said in a statement. “If we don’t speak up, we allow continued harm to research participants and public health in America and across the globe. If we don’t speak up, we allow our government to curtail free speech, a fundamental American value.”

The organization leading the NIH dissent, Stand Up For Science, published a second letter on Monday in support of the Bethesda Declaration. The support letter is signed by over a dozen Nobel laureates and former NIH directors Jeremy Berg and Joshua Gordon.

Tomorrow, Bhattacharya will testify before the Senate Appropriations Committee on the Trump administration’s 2026 budget proposal for the NIH, which proposes a cut of about 40 percent to the agency’s $48 billion budget.

“Culture of fear and suppression”: NIH staff speak out against Trump admin Read More »