Everybody’s ears are different, of course, and what may be best for me may not be best for you. It’s something I try to account for in all of my reviews, though, so I do have some thoughts on the strengths — and a few weaknesses — of each model to hopefully steer you in the right direction. Here’s a quick rundown of the three buds, all of which earned CNET Editors’ Choice awards.
Since they didn’t get a new H3 chip, some folks felt that the upgrades to the AirPods Pro 3 seemed pretty incremental and didn’t necessarily think they sounded better than the AirPods Pro 2. However, in my view, all the key elements, such as fit, sound quality and noise cancellation, were noticeably leveled up along with a single-charge battery.
The AirPods Pro 3 are about as close as earbuds get to being complete: excellent noise cancellation, strong voice-calling performance and sound quality that rivals the very best. As I said in my review, few buds excel in all three areas — and the Pro 3s manage to do that while packing in plenty of extra features, including personalized spatial audio with head-tracking, a Hearing Aid mode and new heart-rate monitoring and Live Translation features. Price: $249 list ($229 street). Read my review.
Bose QuietComfort Ultra Earbuds (2nd gen)
As far as the hardware goes, the QC Ultra Earbuds (2nd gen) look exactly the same as the original QC Ultra Earbuds, although Bose has added new deep plum and desert gold colors to the line. There are two small changes, though: the 2nd-gen Ultra Earbuds now support wireless charging (which, frankly, should’ve been available with the originals), and the included eartips now have wax guards, a fancy way of saying there’s a silicone mesh that covers the holes in the tips. That helps prevent dust and wax from clogging up the buds and degrading sound quality and noise-canceling performance.
The reality is they’re not a true 2.0 product. But they do offer improved adaptive noise canceling that’s truly impressive, along with some sound quality enhancements, including a new spatialized immersive audio Cinema mode that widens the soundstage and makes “video content more lifelike,” with clearer dialog. The mode also helps with spoken-word audio content such as podcasts and audiobooks. Price: $299 ($269 street).
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New features available in both the original QC Ultra Earbuds and 2nd-gen model include:
Bose SpeechClarity
Spotify Tap
Turn capacitive controls on/off
General connectivity and stability improvements
Feature upgrades available exclusively to the 2nd-gen model include:
Enhanced adaptive noise cancellation
Reduced noise floor (the faint hiss in noise-canceling mode)
Case battery reporting
Cinema Mode
Sony WF-1000XM6
At $330, Sony’s flagship WF-1000XM6 earbuds list for $30 more than their predecessor. However, they’re a noticeable upgrade and offer great sound and excellent noise canceling along with top-notch voice-calling performance. Aside from an external makeover, the XM6s are upgraded on the inside with new drivers, a 3x more powerful QN3e chip with improved analog conversion technology, eight microphones — up from six — and an improved bone-conduction sensor that helps with voice-calling performance. The “HD Noise Canceling” QN3e processor is paired with Sony’s Integrated Processor V2, which now supports 32-bit processing, up from 24-bit. Price: $330 ($330 street). Read my review.
Watch this: Sony WF-1000XM6 Earbuds Review: Supreme Performance, Subdued Design
Design
Apple AirPods Pro 3: The lightest of the three buds, they also have the smallest case. The AirPods Pro 2 already fit a lot of ears comfortably and securely (though not all), and Apple not only refined the Pro 3’s design, tweaking their geometry, but redesigned the buds’ eartips, infusing a bit of foam on top of the tips. I liked what Apple did, and the AirPods Pro 3 fit my ears slightly more securely than the AirPods Pro 2 and got me a tighter seal, but some people prefer the AirPods Pro 2’s fit (it’s hard to please everybody). They’re IP57 water-resistant (can be submerged in 3 feet of water for 30 minutes) and dust-resistant.
Bose QC Ultra Earbuds (2nd gen): They fit my ears really well and include a stabilizing fin, which can help people get a more secure fit. The buds really lock nicely in my ears with a tight seal (I use the large tips with the default medium fin). The main design drawback of the Bose is that they’re a little chunky, and so is their case, compared to the AirPods Pro 3’s case. They’re IPX4 splashproof.
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Sony WF-1000XM6: I like the new design of Sony’s XM6 buds, though the buds and the case are a little plain-looking (the case is not as big as it looks in certain photos, and it’s pretty compact). More intricately molded than your typical stemless buds, Sony says the new shape (11% slimmer overall than the XM5s and more aerodynamic to reduce wind noise) conforms better to the natural curves of your ears, and I agree with that.
I also appreciated the little ridge along the top side of each bud that allows you to grip each bud better, so they’re less likely to slip from your fingers when putting them in or taking them out. Some people really like Sony’s included eartips, which are the same firm foam tips that were included with the XM5s. But I had to swap in a pair of large-size silicone tips from another set of buds I’d tested (I prefer tips from Sennheiser and Bowers & Wilkins, which are wider and more rounded) to get a tight seal. They’re IPX4 splashproof.
Winner: AirPods Pro 3. While the Bose and Sony buds fit my ears comfortably and securely (once I changed the XM6 tips), I have to give the nod to the AirPods Pro 3 in the design department. They’re a little more compact and lightweight than the other two models and fit a wide range of ears well, with five sizes of eartips (XXS, XS, S, M, L) included. They also have a higher water-resistance rating.
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I spent a few hours comparing the Sony WF-1000XM6 buds (left) to the Bose QuietComfort Ultra Earbuds (2nd gen).
David Carnoy/CNET
Sound quality
Apple AirPods Pro 3: Some people complained that the AirPods Pro 3’s sound was a little too aggressive (not enough warmth) compared to the AirPods Pro 2’s, with more dynamic bass and treble and slightly recessed mids. I preferred the AirPods Pro 3’s sound; to my ears, it has a little more clarity and definition, and I was OK with the more energetic bass. But everybody has their own sound preferences, and you can experience some listening fatigue if you feel the treble has too much sizzle or the bass kicks too hard in the wrong way.
Bose QC Ultra Earbuds (gen 2): The Bose QC Ultra deliver strong sound quality, offering smooth, agreeable sound across a variety of music genres. They’re pretty well-balanced but have a slightly V-shaped sound profile and a touch of bass and treble push with slightly recessed mids at their default setting. There’s an Immersive mode that opens up the soundstage a bit, but it does impact battery life.
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Sony WF-1000XM6: The XM6’s sound is better and more special than both the AirPods Pro 3’s and QC Ultra’s sound. Music sounds more accurate and natural with better bass extension, overall clarity and refinement, along with a wide soundstage where all the instruments seem well-placed. Additionally, I found the XM6s came across slightly more dynamic and bold-sounding than the Bowers & Wilkins Pi8 buds, which also offer accurate, natural sound for Bluetooth earbuds.
Winner: Sony WF-1000XM6. All three models sound impressive, but the tonal quality varies a bit. While companies often talk about how their buds and headphones deliver audio the way artists intended you to hear it, some do it better than others, living up to audiophile standards — or close to them anyway. Such is the case for the XM6 buds.
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The AirPodsPro 3 (right) look similar to the AirPods Pro 2 (left) on the surface, but have a slightly different shape and new eartips along with a heart-rate sensor in each bud.
David Carnoy/CNET
Noise-canceling performance
Apple AirPods Pro 3: One of the biggest improvements with the AirPods Pro 3 is their noise canceling. Apple says it’s twice as good as the Pro 2’s. I tested their noise-cancellation capabilities on a plane against the AirPods Pro 2 and could definitely tell a difference. The AirPods Pro 2 did a good job, but the Pro 3s took the noise level down even further. When they were released, Apple said the AirPods Pro 3 offered the “world’s best in-ear active noise cancellation,” but it was unclear whether it tested the AirPods Pro 3 against the Bose QC Ultra Earbuds (2nd gen), which were released on June 28 internationally and on Sept. 10 in the US. In the fine print, Apple says that testing was conducted in July 2025 and comparisons were “made against the best-selling wireless in-ear headphones commercially available at the time of testing.” Meanwhile, Sony’s XM6 earbuds were released in February 2026.
Bose QC Ultra Earbuds (2nd gen): When they were released in June of 2025, a lot of reviewers felt that the QC Ultra Earbuds (2nd Gen) had the best noise canceling, and I was certainly impressed by how much sound they muffled while using the buds in the streets of New York. Bose didn’t stake a claim to its noise canceling being the world’s best, opting instead to call it world-class, which it is.
Sony WF-1000XM6: Sony says the XM6 offers 25% “further reduction in noise” than the XM5, with gains made in the mid- to high-frequency range. Based on international testing standards, Sony touts the XM6 as having the best noise canceling for earbuds right now. The buds are equipped with eight microphones and an upgraded “HD Noise Canceling” QN3e processor that Sony says is three times more powerful than the QN2e chip in the XM5.
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It’s possible the Sony XM6s are able to muffle a wider range of frequencies with slightly more vigor than the AirPods Pro 3 and Bose QC Ultra Earbuds (2nd gen), but it’s hard to sense that in real-world testing. Note that they still can’t muffle higher frequencies as well as lower frequencies. That means you can still hear people’s voices and higher-pitched noises, albeit at significantly reduced volume levels (the same goes for the AirPods Pro 3 and Bose QC Ultras as well).
Winner: No clear no. 1. All three of these earbuds include superb noise canceling. All three are very close, and your experience will vary with the quality of the seal you get from the eartips. I do feel that Apple’s and Bose’s eartips have an edge over Sony’s, which could lead to some people being less impressed with Sony’s noise canceling.
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Sony eartip on the left, my own eartip on the right. Sound quality and noise-canceling performance improved when I swapped in my own tips and got a tight seal.
David Carnoy/CNET
Voice-calling performance
Apple AirPods Pro 3: AirPods have long stood out for voice-calling performance compared to other true-wireless earbuds. The thing that struck me in my tests with the AirPods Pro 3 was just how much background noise they eliminated. I made calls in the streets of New York City with a lot of ambient noise around me, including traffic and ambulance sirens, and callers told me they couldn’t hear any of it. In loud environments, my voice would sometimes warble or sound a bit digitized to callers, but when I shared a recording of what I was actually hearing, they were surprised — even stunned — by how much background noise was removed.
Bose QC Ultra Earbuds (2nd gen): In July of 2025, a firmware update helped improve the buds’ voice-calling performance. Bose introduced something it called “speech clarity voice enhancement,” which is a more marketing-friendly way of saying it upgraded its algorithms to filter out background noise while maintaining the clarity of your voice during calls. The update helped push the voice-calling grade for the Ultra Earbuds from a B into B+/A- territory.
Sony WF-1000XM6: Equipped with the aforementioned more powerful QN3e chip, eight microphones — up from six — and an improved bone-conduction sensor, the XM6’s voice-calling performance has improved from the XM5’s, earning an A grade. Callers said my voice sounded mostly natural and clear, and they didn’t really hear any background noise when I wasn’t speaking (and only a little when I did speak). It’s also worth noting that the buds have a side-tone feature, so you can hear your voice in the buds when you’re talking.
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Winner: Tie between AirPods Pro 3 and Sony XM6. Both give you top-tier voice-calling performance. The Bose Ultra has improved with firmware upgrades, but is still a step behind in this department.
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Testing the AirPods Pro 3 in the streets of New York.
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David Carnoy/CNET
Transparency mode
While Sony and Bose’s transparency modes sound pretty natural and are quite respectable, Apple’s transparency mode is still the gold standard.
Winner: Apple AirPods Pro 3.
Features
Apple AirPods Pro 3: The AirPods Pro 3 have a wealth of features for Apple users, including heart-rate monitoring, personalized spatial audio, Hearing Aid mode, Live Translation, automatic pairing with devices logged into your iCloud account, Conversation Awareness, Adaptive Audio, Hearing Protection, hands-free Siri, head gestures to interact with Siri or manage calls, a Camera Remote feature and Precision Finding. The buds can even detect when you’ve fallen asleep. However, they don’t have any equalizer settings to customize the sound.
Bose QC Ultra Earbuds (2nd gen): The Ultras have a few notable extra features, including Immersive Audio with head-tracking, a new Cinema spatial audio mode, support for Qualcomm’s AptX Lossless, with “special optimization” for Snapdragon Sound (for devices that support it) and a smoother adaptive Aware mode (similar to Apple’s Adaptive Audio mode). The sound can also be tweaked with the three-band equalizer in the Bose companion app for iOS and Android.
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Sony WF-1000XM6: Like previous 1000X models, these have Sony’s speak-to-chat feature, which lowers the volume of your audio and goes into ambient mode when you start to have a conversation with someone. As far as audio codecs go, the buds support AAC, SBC and LDAC as well as multipoint Bluetooth pairing, which allows pairing to two devices to the buds simultaneously. Sony says the buds are “ready for LE Audio,” which means they support the LC3 audio codec and Auracast broadcast audio (I haven’t tried testing these features yet). You also get both preset and customizable equalizer settings to tweak the sound, along with a scene-based settings option. The XM6s do feature a spatial audio with head-tracking option, but for Android users only.
Winner: AirPods Pro 3 (for Apple users), with Sony XM6s having a slight edge over Bose QC Ultras for Android users.
Battery life
Apple AirPods Pro 3: Up to 8 hours with noise canceling on.
Bose QC Ultra Earbuds (2nd gen): Up to 6 hours of battery life with noise canceling on.
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Sony WF-1000XM6: Up to 8 hours with noise canceling.
Winner: Tie between Sony XM6s and AirPods Pro 3.
So, which are the best?
If someone were to come to me and lay all three models on a table (sealed in their boxes) and tell me I could take one of them as a free gift, I’d take the Sony WF-1000XM6. While I had an issue with their included eartips, once I added a set of tips that fit my ears properly, the buds felt comfortable and delivered great all-around performance with slightly better sound than the AirPods Pro 3 and Bose QC Ultra Earbuds (2nd gen).
It would get more complicated if I had to pay for them. The street price for both the AirPods Pro 3 and QC Ultra Earbuds (2nd gen) fluctuates, with the AirPods Pro 3 sometimes discounted to as low as $200 and the QC Ultras dipping to $250 or so. The fact is, for Apple users, the AirPods Pro 3 are hard to beat, especially when they’re on sale. They’re a safer bet from a fit standpoint (as are the QC Ultras) compared to the Sony XM6s, and they, too, offer all-around excellent performance with a wealth of features for Apple users.
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Although I was a little disappointed that the QC Ultra Earbuds (2nd gen) don’t seem like much of an upgrade over the original QC Ultra Earbuds (I’m still not sure what Bose updated from a hardware standpoint), they’re excellent earbuds and the only model with stabilizing fins, making them a good pick for someone looking for buds that offer a very secure fit.
There are many unique attributes that have made Subaru such a successful auto brand. One is the company’s signature symmetrical all-wheel-drive system, which comes standard on the majority of Subaru vehicles. There’s also the fact that Subaru was an early player in the now-dominant crossover SUV market, building a brand identity around car-based SUVs like the Forester and Outback beginning back in the 1990s.
Then there are the engines. While many Subaru crossover drivers might not pay much attention to their engine layout, gearheads and enthusiasts know that the Subaru boxer four-cylinder is one of the most distinctive engines in the world. For decades, the horizontally opposed Subaru boxer has distinguished itself from more common inline and V-layout engines with its unique weight distribution, power delivery, and engine sound.
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With that in mind, it seems a little insane that someone would try to turn the iconic, unique Subaru boxer engine into a more traditional inline four-cylinder. But that’s exactly what a pair of Russian YouTubers from the Garage 54 channel did in their workshop. While we are still scratching our heads over exactly why someone would want to do this, there’s no denying the uniqueness — and comedy — of this project.
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Don’t try this at home
There are lots of things that separate flat engines from their inline counterparts, and before you question the reasoning of why anyone would want to convert one of Subaru’s unique flat-four engines into the industry-standard inline-four, you have to understand there’s a whole genre of YouTube mechanic content that’s a little off the wall, and done more for the entertainment value and the “what if” factor, rather than any practical application.
The guys from Garage 54 specialize in these strange projects and experiments, which in the past have included things like putting three turbochargers on a Toyota 2JZ engine and powering a Lada with an engine made of 50 cordless drills. This, however, doesn’t mean there isn’t serious mechanical skill involved. While the Subaru engine project may have resulted in a “generic” inline-four engine, getting there was no easy task.
The Subaru engine that the guys started with has two pistons and a cylinder head with two camshafts on each side, so the project required cutting the engine block in half, joining the two sides together, and rearranging the cylinder heads in line with each other. Obviously, this task is easier said than done, as the Subaru engine components and castings were never designed to be used as part of an inline layout — but they pulled it off.
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From flat-four to inline-four
Among the engineering hurdles the guys ran into while designing and fabricating the new engine was the need for an extra Subaru engine to donate its crankcase and crankshaft parts for the new motor. Additionally, combining the formerly separate cylinder heads into a single inline head meant welding the camshafts together, and the engine uses two oil pans rather than a single pan, as you find under a normal inline-four engine.
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At this point, the guys have basically built their own Subaru inline-four long block engine, complete with a cylinder head, but there’s still a long way to go before the motor is ready to fire up. For starters, the homemade engine still needs exhaust and intake manifolds, plumbing, and a cooling system — but the project is off to an impressive start. Surely Garage 54 will make more videos as they continue the process of completing and running this one-of-a-kind engine in a vehicle.
Yes, this may have been a ton of work just to get the same type of four-cylinder engine found in most mainstream vehicles, but it’s hard to deny the ingenuity and mechanical skills on display here. This also just scratches the surface of what could be done with skilled mechanics and fabricators playing around with Subaru engines. How cool would it be to see two 2.5-liter Subaru boxer fours combined into one 5.0-liter flat-eight?
The Artemis II astronauts have looped around the moon, captured some extraordinary imagery (above), set a slew of records, and are now on their way back to Earth.
The 10-day mission will reach its climax on Friday, April 10, during a dramatic homecoming that will see the Orion spacecraft enter our planet’s atmosphere at a speed of nearly 25,000 miles per hour.
During the moments that follow, Artemis II crew members Victor Glover, Reid Wiseman, Christina Koch, and Jeremy Hansen will experience a 16-minute roller coaster ride as their vehicle experiences the mission’s greatest forces yet.
At the end of the uncrewed Artemis I mission in 2022, the spacecraft suffered unexpected heat shield damage during reentry, though the vehicle splashed down in one piece. While engineers have implemented changes to ensure the spacecraft’s structural integrity, those final moments as it reenters Earth’s atmosphere later this week will nevertheless be the most perilous of the entire mission for everyone involved — not least the four crew members.
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How to watch
NASA will provide a live stream of the crew’s homecoming on NASA+ and also its YouTube channel. The video player embedded above will also show the same feed.
Below is NASA’s latest schedule for Friday. If the timings change, we’ll update this information just as soon as we can. All times are in Eastern Time.
6:30 p.m.: NASA begins its coverage of the crew’s return.
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7:33 p.m.: Orion crew module and service module separate.
7:37 p.m.: The Orion will briefly fire its thrusters in preparation for reentry.
7:53 p.m.: An important moment as Orion first encounters Earth’s atmosphere. The vehicle’s heat shield is designed to protect the spacecraft from temperatures of about 5,000 degrees Fahrenheit — about half as hot as the surface of the sun. Orion will decelerate at a rate up to four times the force of gravity, causing the astronauts to feel four times heavier than they do on Earth.
8:07 p.m.: Following various parachute deployments to slow Orion down, splashdown will occur in the Pacific Ocean about 50 miles off the coast of California, bringing to an end a historic mission that paves the way for a crewed lunar landing as early as 2028.
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10 p.m.: A post-splashdown news conference will take place at NASA’s Johnson Space Center.
When LG left the smartphone market, quite a number of strange devices were left behind. While some, like the Wing, made it to consumers, others did not. The strangest of these would have to be their rollable phone concept; a device which would expand by unrolling a portion of the screen like a scroll. This never made it to market, but one managed to make its way to [JerryRigEverything’s] workbench, and we are fortunate enough to see the insides of this strange device.
There are a few interesting tidbits about the device before even entering the device. Very clearly this phone was ready to be sold, with a tidy user interface for expanding the display, and even animated wallpapers which which expand with it. The display, when rolled onto the back of the device, sits behind a glass cover to keep it protected from debris, and can be used to take selfies with the larger sensors of the rear facing cameras. You can also see a bit of the track that the screen rolls on, hinting at what lies inside.
The “zipper-like” sliding sliding mechanism.
One doesn’t have to get far into a teardown of this phone to find more. A tiny brush hides in the curved corner of the screen rolling mechanism, to keep debris out of the pocket the screen sits inside. This also gives a better look at the aforementioned track system, which guides the display around the corner and keeps it stable and secure.
Further inside, you can see the mechanism which allow the phone to unfurl. Two rather small, but powerful DC motors resting a rack and pinion move the surprisingly strong phone to its full sized state. A number of spring loaded arms provide stability to the mechanism, preventing racking. The mechanism is surprisingly strong, able to push a number of books out of its way. However, if its movement is resisted, it will display a warning that you might damage the phone.
Tearing down a phone that doesn’t exist is not terribly useful, so the focus was very much on the mechanism, with no detours or destructive disassembly. However, if destructive reverse engineering is what your here for, make sure to check out this teardown of a smart LEGO brick next!
Two weeks ago, the Supreme Court ruled that ISP giant Cox Communications couldn’t be held liable for a billion-dollar judgment over music piracy in a case brought by Sony. On Monday, by sending another case back to a circuit court involving Grande Communications and music companies, including Sony, for reconsideration, the court seems to be reinforcing the idea that internet service providers can’t be held liable for their customers’ copyright infringement.
The Supreme Court relied on the precedent from the first case to send the second back, reinforcing the earlier decision.
Grande Communications is a Texas-based subsidiary of Astound Business Solutions.
A Sony Music representative didn’t immediately respond to a request for comment.
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The two cases back-to-back appear to suggest that copyright owners, like music companies, can’t expect to be compensated by broadband providers (including, presumably, wireless companies such as AT&T and Verizon) that have customers who engage in intellectual property theft across their networks.
“The Cox ruling upended decades of fairly well-settled precedent without any clear explanation of why the Supreme Court chose to reset the rules,” he said. “At minimum, the Supreme Court made clear that copyright owners have overreached with their copyright claims against ISPs for user-caused infringement. Thus, the Supreme Court’s message to copyright owners is that they need to be more reasonable and less demanding in their dealings with ISPs.”
Goldman said he doesn’t expect the case to have much impact on internet customers. In the face of less resistance, it’s likely ISPs will maintain their current policies and restrictions on piracy, although another legal expert, David B. Hoppe, founder of Gamma Law, said some might reduce the resources they spend on identifying or terminating accounts of content pirates.
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“However, the decision does not reduce the liability exposure of websites that facilitate or encourage infringement, and probably does not affect the ability of copyright owners to cause hosting providers to terminate websites that are facilitating or encouraging infringement,” Hoppe said.
The court, he said, drew a clear distinction between passive ISPs who serve as intermediaries of content and those who actively facilitate or encourage piracy or show intent to engage in copyright infringement.
Something that remains to be seen is whether the Supreme Court’s judgment favoring ISPs also extends to web hosts that facilitate sites that engage in mass-scale piracy of material such as music, movies and video games.
“Already, we’ve seen one lower court imply that the Supreme Court holding only applies to ISPs and not web hosts, even though the Supreme Court opinion did not make that distinction,” Goldman said.
Editor’s note, April 7, 2026, 5:10 pm ET: The Artemis II mission is conducting experiments that may radically advance our understanding of space medicine. The findings of A Virtual Astronaut Tissue Analog Response (AVATAR) experiment could help us create personalized medical kits for astronauts, and the Artemis Research for Crew Health & Readiness (ARCHeR) study will monitor the astronauts’ health as they go further into space than any human beings have gone before. As we await the findings of those experiments, Vox is republishing this article, which originally launched September 24, 2025.
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One day, Mars might become a home to humans. But first, there’s the cinematic, sci-fi challenge of making the Red Planet suitable for life. There’s a problem, though: The typical person can’t get to space safely. That throws a wrench into the whole “let’s move to Mars” plan in the face of extreme climate change and other existential risks on Earth.
Today, the path to becoming an astronaut is “littered with the hopes and dreams of medically disqualified candidates,” said Shawna Pandya, a research astronaut with the International Institute for Astronautical Sciences (IIAS) and the director of its Space Medicine Group. “Once upon a time, kids being diagnosed with Type 1 diabetes in the doctor’s office would be told, ‘Well, you could still be anything, except an astronaut.’”
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Here are some of the common reasons why you might be medically disqualified from becoming an astronaut:
Tobacco use
Autoimmune disorders
Temporomandibular joint (TMJ) disorders
Sleep apnea
Asthma
Hypertension
Migraines
Anxiety and depression
Astronauts inherently aren’t representative of the broader population — they’re selected for being in very good health. The stress of existing in essentially weightless microgravity conditions, like those on the International Space Station (ISS), can be incredibly tough on the human body. Astronauts face heightened risks of early-onset osteoporosis, insulin resistance, and significant muscle mass loss. Naturally, government space agencies want people whose bodies are more resilient to such pressures, and who can perform necessary duties without a ton of medical intervention.
According to Haig Aintablian, director of the UCLA Space Medicine Program, “just as pregnancy causes the body to undergo complex and unique changes, spaceflight also produces distinct and significant physiological changes.” It also requires its own medical specialty to manage (aptly called space medicine).
There’s a lot scientists don’t know, from the physical to the psychological. That’s a problem — for the future of science, space travel, and maybe even human existence at large.
NASA wants to go to Mars for research, and aims to send humans there as early as the 2030s. As the most similar planet to Earth in our solar system, Mars may have once harbored life, or may even currently. And in the future, we may even need it to support us.
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Decades ago, seriously engaging with the idea of moving to Mars was extremely fringe for a multitude of reasons, ranging from a lack of technical feasibility to the desire to put scientific resources toward solving problems on Earth. Elon Musk — founder of the spaceflight company SpaceX — became a famed advocate for colonizing Mars in the early 2000s. He still is. Musk, who is currently worth around $410 billion, claims that he is only accumulating assets for the purpose of Martian space settlement. Last year, he said that he wants 1 million human settlers on the Red Planet in a self-sustaining city by 2050.
Now Musk isn’t alone. NASA experts, biologists, academics, futurists, disaster resilience researchers, and physicians are seriously considering the possibility of making humanity an interplanetary species.
“The biggest problem for humanity to solve is the guaranteed survival of our species — which the logical answer is to become multiplanetary,” Aintablian said. “I don’t think there’s a better solution than Mars.”
While we know some of the health effects of being on the ISS, we can’t really replicate the effects of Martian radiation exposure. Kelly Weinersmith — a biologist and co-author of A City on Mars: Can We Settle Space, Should We Settle Space, and Have We Really Thought This Through? — thinks that settling Mars on Musk’s timescale will be catastrophic. She argues that we shouldn’t rush to set up shop before understanding — and mitigating — the risks, even if this takes centuries rather than decades.
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But many advocates for settling Mars are much more impatient. The only way to get there safely would be to unlock significant advances in space medicine, a nascent field that has just barely scratched the surface in its approximately 75-year history.
“Nothing that humanity has done that has been worthwhile has been easy,” Aintablian told me. “So much in our development as a civilization has been difficult, and the reason why we’re able to live such comfortable lives now is because of the extremely difficult challenges that humans have had to solve in the past.”
What we know — and don’t — about human health on Mars
Since extremely few people end up in space right now, the researchers trying to understand how to improve human health there have a limited sample size to work with. Yuri Gagarin became the first human in space in 1961, and more than 600 astronauts have followed him. Only about a sixth of them are women.
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NASA researchers have identified some key ways that time in space can impact human health — radiation exposures, isolation, distance from Earth, altered gravity, and environmental consequences like an altered immune system. But we’re still lacking many specific examples of how these different dynamics play out in real life.
Former astronaut Scott Kelly, right, who commanded a one-year mission aboard the International Space Station, along with his twin brother, former astronaut Mark Kelly.NASA/AFP via Getty Images
One of the best studies we have is NASA’s famous 2019 twins study. Twin studies allow researchers to separate the effects of genetic predispositions from environmental influences on health outcomes. NASA compared the health of identical twin brothers Scott and Mark Kelly over the course of a year. Scott went into orbit on the ISS while Mark remained on Earth. Both underwent the same battery of physiological tests, and the results indicated some surprising new differences between the two men.
Scott’s telomeres — the bits of DNA at the end of our chromosomes — lengthened while he was in space and (mostly) reverted to normal once he returned to Earth, possibly indicating radiation-induced DNA damage and potential increased cancer risk. Scott also lost body mass, developed signs of cardiovascular damage that were not present in Mark, and experienced some short-term cognitive changes after returning to Earth.
While survivable with the right training, equipment, and precautions, the twin study demonstrated how space’s unique environment can have significant consequences for gene expression and overall health while in orbit.
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If the best of the best struggle, what about the rest of us? We’re getting some insights here now, too.
Since space tourism has literally taken off, astronauts aren’t the only ones going to space now: Wealthy non-astronauts, like Jeff Bezos, Gayle King, and Katy Perry, have recently taken short, recreational jaunts into outer space through Bezos’s space tech company, Blue Origin.
“Teenage Dream” singer Katy Perry kisses the ground after returning to Earth from her short spaceflight earlier this year.Cover Images via AP Images
Aintablian is very excited about the prospect of civilian access to space increasing, which will inherently mean people with medical issues are also flying. This represents a huge opportunity for scientists to study the medical management of a much wider range of conditions.
That said, 10 or 15 minutes in space is hardly comparable to the conditions on the ISS. And Mars poses even worse consequences in terms of hostile environments and time spent away from Earth. Mars has toxic dust, lacks plant life and a breathable atmosphere, and only has about 40 percent of Earth’s gravity. Earth’s global magnetic field protects our planet from harmful radiation, and the Martian counterparts are localized, not planet-wide.
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The longest time someone has been in space consecutively is 438 days aboard a space station. But crewed missions to Mars would probably take at least nine months just to get there, let alone stay or travel back (which could take up to three years). Mars is usually around 140 million miles from Earth based on its orbital path around the sun, with up to a 20-minute communication delay one way. If they experienced a medical emergency, astronauts likely wouldn’t be able to access telemedicine instructions in time, and they couldn’t turn back around for treatment.
A crewed mission to Mars would have to take all of their supplies with them before they left our planet. And when the first people heading to Mars set foot on the planet, they won’t have access to the intense support astronauts receive when landing back on Earth.
Getting to Mars is only part of the challenge. We’ve been to space, but so far, humans have only ever sent robots to the Red Planet. We are making educated guesses at what Mars is like for living things. Earth analogues aren’t able to truly replicate the closed, hostile conditions of the space environment, which can wreak havoc on astronauts’ mental health. Desert research stations have an atmosphere, while the moon barely has one — and setting up that modest base was a huge mission in its own right. Weinersmith told me that scientists at polar research stations are isolated in remote, inhospitable environments, but they can “still open the door, take a deep breath, and not die.”
Medicine’s new frontier
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We’re still pretty far from being able to breathe in Mars’ atmosphere — but it would be nice to get there one day and simply not die.
Programs dedicated to figuring out how to get humans safely into space for long periods of time are popping up, and non-physician health care providers are getting in on the action too. UCLA is planning to launch a space nursing program and possibly space paramedic training. SpaceMed is a European master’s program focused on human health in spaceflight and other extreme conditions.
Today, astronauts receive most of their care from Earth-based aerospace medicine physicians called flight surgeons through telemedicine. Aintablian envisions a future where health care providers directly accompany astronauts on their expedition-class missions, like to the moon or Mars. Artificial intelligence can act as a resource for the on-board flight surgeon, he predicted, and aid in the development of other technologies that will bring us closer to Mars.
Such technology is already in the works. Google recently collaborated with NASA to develop an AI system that could guide astronauts in diagnosing and treating medical conditions that arise in-flight when they lack access to telemedicine.
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But the devil is in the details, Pandya told me. AI can help with just-in-time training for medical emergencies and diagnostics, but the data requirements would be massive. Since extremely few people end up in space — and the ones who do are overwhelmingly male — models might be trained on an unrepresentative dataset that could lead to inaccurate predictions of physiological changes in space. These kinks need to be worked out first.
Right now, there’s a gendered gap in the research — so much so that Weinersmith told me there’s never a line to the women’s restroom at space settlement conferences. Human reproduction and development in space, as a result, is wildly understudied.
As far as we know, no human being has ever been to space while pregnant, and we don’t know of any humans who have been conceived in space. We’re going to learn a lot about reproduction on Earth from the first human space pregnancy and space birth, a prerequisite for a self-sustaining settlement on Mars. (Plus, space tourism companies are talkingabout hotels in space, and we know what people do in hotels.) Ideally, you want to have an idea of what will happen to someone giving birth in space before they actually go through it.
“What we’re arguing is that we should do the research to understand those risks before we go out there because if there are massive risks, there usually are technological solutions for some of these,” Weinersmith said.
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NASA will begin its second Crew Health and Performance Exploration Analog this October, a year-long “mission” to Mars in a 3D-printed habitat at Johnson Space Center in Houston, where it will collect behavioral health data on the effects of isolation and confinement. Scientists are conducting bed rest studies, which simulate the physiological effects of altered gravity and weightlessness. And as funding cuts transform the future of scientific research on Earth and beyond, space medicine researchers are among those advocating for continued investment in space and biomedical science.
Maedeh Mozneb, a biomedical engineer and project scientist in the Sharma Lab at Cedars-Sinai Medical Center, told me that the ultimate goal is to send “avatars” of astronauts to space by taking their stem cells and creating 3D tissue cultures called organoids that represent different parts of their body — yes, miniature hearts, kidneys, and even brains made from Earth-dwelling humans. From there, scientists can determine personalized countermeasures such as workout plans or supplements tailored to each astronaut’s needs, before they actually end up in space.
The hope, for those space medicine physicians like Pandya, is that in a spacefaring future, all medical disciplines — from neurology to radiology — will be represented in space medicine.
Space medicine research and practice isn’t cheap. “I often get asked,” said Pandya, “‘Why are you spending money on space health when we have all of these problems on Earth?’” But that’s the wrong way to think about it, she said.
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Research conducted in space has already improved health on this planet. Advances in digital imaging for moon photography during the 1972 Apollo 17 mission later played a crucial role in CT scans and MRIs. Remote health monitoring tools designed for astronauts in space are now widely used in hospitals.
One of the next big things in space medicine “is probably going to be the development of radiation protection mechanisms,” Aintablian told me.
Space medicine research will also allow more people to go to space. In 2023, Pandya’s team demonstrated the safety and functionality of a continuous glucose monitor in the spaceflight environment. This could eventually allow diabetics to check their blood sugar in space. It has implications for current astronauts, who can develop insulin resistance and pre-diabetes symptoms in longer-duration spaceflights. The child diagnosed with Type 1 diabetes who wants to be an astronaut may actually have the chance to live out their dream now, and studying how the body metabolizes glucose in space helps us better understand health on Earth.
Then there are the diseases that take decades to unfold. Muscle loss in space can help scientists better understand how to treat conditions like Duchenne’s muscular dystrophy. On Earth, neurodegenerative diseases like Alzheimer’s often aren’t apparent until a person is in their late 60s.
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In microgravity, said Shelby Giza, the director of business development at Space Tango, a company that facilitates automated research and development in microgravity conditions, “you can see that kind of disease output in a matter of weeks.” Research on these conditions can be conducted much faster — and hopefully accelerate the pace of medical breakthroughs.
The same can be said for cancer. Not all radiation exposures are made equal, and susceptibility to the harmful effects of radiation varies between individuals. Since the ISS is within the protection of Earth’s magnetosphere, it’s not the best comparison to the elevated radiation levels astronauts would face on Mars.
According to former NASA astronaut and biologist Kate Rubins, most astronauts are healthy people in their 30s and 40s, an age when cancer typically doesn’t develop. Scientists must track astronauts for decades after their last spaceflight to see if cancer or other adverse health conditions occur. NASA’s Lifetime Surveillance of Astronaut Health program, which is voluntary for former astronauts and not specific to cancer alone, monitors the health status of people like Kelly and Rubins for the rest of their lives.
Exposure to space radiation is linked to developing cancer and degenerative diseases. To mitigate the risk of developing fatal cancers, NASA currently limits astronauts’ spaceflight radiation exposure to 600 millisieverts (mSv) — roughly the equivalent of 60 CT scans of the torso and pelvis — over the course of their entire career. A 2023 NASA white paper estimates that a healthy astronaut will have a 33 percent increased risk of dying from cancer in their lifetime after a 1,000-day mission to Mars.
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One of the next big things in space medicine “is probably going to be the development of radiation protection mechanisms,” Aintablian told me. “I do believe that with the amount of emphasis being placed on radiation protection, we’re going to figure out ways to actually protect against significant amounts of radiation for the general public for multiple uses.”
While it’s still relatively early days for the space pharma industry, life science companies are taking note, seeing microgravity as a platform for better drug discovery.
Like fiber optic cables used for telecommunications, some pharmaceuticals are better synthesized in microgravity conditions. Scientists can produce more uniform protein crystals in microgravity, which can improve drug injectability and reduce the need for refrigeration.
Raphael Roettgen, an entrepreneur and the co-founder of space biotech startup Prometheus Life Technologies, told me that organoids — those 3D cell models replicating human organs — grow more cleanly in space without Earth’s gravity weighing them down. Derived from non-embryonic stem cells, these miniature organ models have tremendous potential for personalized medicine.
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Roettgen hopes that human space organoids could reduce the need for animal testing in the near term. Eventually, he hopes that new organs could be regenerated for patients needing transplants. Since the new tissue would be derived from the patient’s own stem cells, there would not be a risk of immune rejection, saving transplant patients astronomical costs and immense suffering. He estimates that liver regeneration and transplants from these organoids could become a reality in patients within the next 20 years.
Microgravity is an “expensive tool,” but an important one nonetheless, said Mozneb, who studies the effects of low earth orbit on stem cell differentiation. She hopes increasing commercialization and new technologies will significantly decrease the cost of launching experiments into orbit over the next 10 years.
What we already know about space medicine is a drop in the ocean of what we will discover as more people — astronauts and otherwise — venture into space.
“It’s like if you were studying genetics back in the ’90s,” Mozneb said. “Everything is a discovery.”
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Samsung has a mixed reputation when it comes to household appliances. Its refrigerator line has been subject to numerous complaints from owners, and its dishwashers aren’t particularly highly rated either. However, Consumer Reports gives a number of Samsung front-load washing machines good scores in its latest rankings, with their washing performance generally being impressive, even if their reliability record is on the patchy side. The highest rated Samsung front-load washing machine just about squeezes into the top ten in the outlet’s rankings, but the top nine places in the table are all taken by models from a rival brand.
The brand in question is LG, which receives consistently impressive scores for washing performance from Consumer Reports, as well as strong ratings for owner satisfaction and reliability. That makes the brand’s current line of washing machines a safe bet when it comes to picking your new appliance, but there are a few models that are rated particularly highly by the outlet.
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Jointly topping the rankings are the LG WM4000HWA, LG Signature WM990HSA, and LG WM3400CW, all of which received the same overall score despite their notably different price points. The WM3400CW is the cheapest of the bunch and is available at Best Buy for a retail price of $749 at the time of writing. Rounding out the top five in CR’s rankings are the LG WM8900HBA and LG WM6500HWA.
Much like Samsung, LG is a Korean brand, although its appliances are made all over the world. Most of its American-market washers and dryers are made in a high-tech manufacturing plant in Tennessee, which can produce one new appliance every 11 seconds. The plant is equipped with more than 300 robots that automate various aspects of the manufacturing process, but it still employs more than 900 workers. LG has said that it intends to expand its Tennessee facility over the coming years, potentially adding a refrigerator manufacturing facility in addition to its current washing machine-making operations.
The U.S. government is warning that Iran-backed hackers are escalating their tactics by targeting American critical infrastructure systems with the aim of causing disruption.
In a joint advisory published Tuesday, the FBI, the National Security Agency, the U.S. Cybersecurity and Infrastructure Security Agency (CISA), and the U.S. Department of Energy collectively warned that Iranian government hackers have been exploiting internet-facing systems used across a range of sectors. These include water and wastewater utilities, as well as energy and local government facilities. The agencies did not specifically name any of the targets but said that the hacks were aimed at causing “disruptive effects within the United States” and had already resulted in “operational disruption and financial loss.”
The hackers targeted programmable logic controllers and supervisory control and data acquisition (SCADA) products, which are used to control and manage industrial equipment and systems in critical infrastructure operations, the agencies said. The agencies said that the hackers were able to manipulate information displayed on these devices and maliciously interact with project files that store important device configurations.
The agencies said that the hacks targeting critical infrastructure are a marked escalation in tactics by Iranian hackers, likely in response to the U.S.-Israel war with Iran, which began on February 28 with air strikes that killed the country’s leader.
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The advisory also comes shortly after U.S. president Donald Trump threatened Iran in a social media post earlier on Tuesday, writing, “A whole civilization will die tonight” if Iran does not capitulate to a deal with the United States to open the Strait of Hormuz, a key chokepoint for global shipping traffic, by end of day.
The FBI recently blamed the Handala hackers for leaking the partial contents of FBI director Kash Patel’s private email account.
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Iran has also hit several U.S.-owned and operated data centers across the region with missiles and air strikes, causing instability and disruption to cloud services across the region.
Bryson DeChambeau swings while the Sportsbox AI app captures his motion on a smartphone. (Sportsbox AI Photo)
First Bryson DeChambeau used Sportsbox AI to win a major. Then he invested in the Bellevue, Wash.-based startup. Now he’s taking a swing at the entire company.
DeChambeau, the two-time U.S. Open champion and one of golf’s most tech-obsessed players, is leading a group of investors that has acquired Sportsbox AI, the startup that uses AI and 3D motion capture to analyze golf swings from smartphone video.
With the announcement Tuesday morning, the company also announced SAMI, an upcoming agentic AI coaching assistant powered by Google Cloud that’s designed to translate the app’s swing data into personalized, conversational coaching advice.
As part of the partnership, DeChambeau will also carry the Google Cloud logo on his golf bag at the Masters and future tournaments — reportedly the first time the Google Cloud brand has appeared on a professional golfer’s bag.
“This is about making golf more accessible, especially premium coaching,” DeChambeau said in the acquisition announcement, saying they’re “building something that brings real coaching to anyone with a smartphone, not just elite players. That’s what gets me fired up.”
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Financial details: DeChambeau, who is preparing to compete in the Masters later this week, told Bloomberg the transaction is worth eight figures, without being more specific.
Sportsbox had raised more than $9 million, GeekWire previously reported. It was last valued at $41 million in a March 2023 seed round, according to PitchBook.
The press release announcing the acquisition describes the buyers as a group of investors led by DeChambeau but does not name the other members.
Co-founders Jeehae Lee and Samuel Menaker will continue to run Sportsbox, a spokesperson confirmed. The company’s roughly 30 employees will stay on, and Sportsbox will remain headquartered in Bellevue, though many employees work remotely.
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PitchBook lists 19 sellers who fully exited in the deal, including Elysian Park Ventures, the PGA of America, pro golfer Michelle Wie West, golf instructor David Leadbetter, Randi Zuckerberg, and Twitch co-founder Kevin Lin.
Backstory: Sportsbox launched in 2020 as a spinoff of AI Thinktank, a Bellevue-based incubator founded by Mike and Rich Kennewick, the brothers behind Voicebox Technologies, an early speech recognition company.
Lee, the CEO, is a former LPGA Tour player who previously led strategy and business development at Topgolf. Menaker, the CTO, was VP of engineering at Voicebox.
The app uses a smartphone camera to create a 3D model of a golfer’s swing and measure hundreds of data points that would otherwise require an expensive motion-capture studio.
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Sportsbox generates revenue through coaching subscriptions and a consumer tier for golfers at $15.99 per month or $110 per year.
DeChambeau’s connection: In the week leading up to the 2024 U.S. Open at Pinehurst, DeChambeau used Sportsbox to identify and fix a slight miss to the right in his shots. He gave the company a shout-out at his winner’s press conference and soon after joined as an investor.
SAMI — short for Sportsbox AI Motion Intelligence — is the next step.
Built on Google’s Gemini models, it’s designed to act as a conversational AI coach, interpreting the app’s 3D biomechanical data and delivering personalized advice. The press release describes it as moving Sportsbox from a passive measurement tool to a proactive AI agent.
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SAMI is currently in beta, and the company said it will begin rolling out agentic AI features throughout the second quarter, starting this week with AI-generated highlights available to subscribers of its 3D Player and 3D Player Plus tiers on iOS.
DeChambeau told Bloomberg he’s been using the technology ahead of the Masters and plans to keep using it during and after the tournament. But he said it isn’t meant to replace coaches.
“The camera and the phone are only going to tell you so much,” he told Bloomberg. “They can’t make you feel what you’re doing.”
In short:The Trump administration’s FY2027 budget proposes cutting $707 million from CISA, eliminating the agency’s election security programme entirely and shedding 860 positions, a dramatic escalation that would reduce the country’s primary civilian cybersecurity agency to a $2 billion operation after a year already defined by DOGE-driven layoffs and mass departures.
The United States’ central civilian cybersecurity agency has lost roughly a third of its workforce over the past 14 months. Its red team has been dissolved. Scores of staff working on election security, incident response, and continuous monitoring were fired by the Department of Government Efficiency in early 2025, then partially reinstated under court order, then placed on paid leave in legal limbo. Against that backdrop, the Trump administration released its FY2027 budget request on 7 April 2026, proposing to cut a further $707 million from the Cybersecurity and Infrastructure Security Agency, a reduction the White House frames as a long-overdue refocusing on the agency’s core mission and critics describe as an act of deliberate dismantlement.
The proposed cuts amount to approximately $700 million in programme eliminations, producing a net reduction of around $360 million once internal transfers and targeted new hires are factored in. If enacted, CISA’s operating budget would fall to roughly $2 billion, down from the approximately $3 billion it received when the current administration took office. The budget also projects eliminating around 867 positions, partially offset by transfers into the agency, for a net workforce reduction of approximately 860 roles.
What would disappear
The most politically conspicuous cut is the outright elimination of CISA’s election security programme. The proposal would end CISA’s funding for the Elections Infrastructure Information Sharing and Analysis Center, known as EI-ISAC, which serves as the primary hub for sharing cyber threat intelligence, ransomware alerts, and incident response resources with state and local election offices. It would also remove dedicated election security advisors stationed across the country and terminate the information-sharing support CISA has provided to state and local election officials since the agency’s founding in 2018. Those advisors have been the first point of contact for county clerks and election administrators facing phishing attacks, foreign probing of registration databases, and disinformation campaigns targeting election infrastructure.
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Beyond elections, the proposal would substantially scale back CISA’s stakeholder engagement function, eliminating offices responsible for coordinating with private-sector infrastructure operators and managing the agency’s international affairs partnerships. Workforce development programmes and what the budget characterises as “duplicative” state and local cyber funding streams would also be cut. The proposal shifts more responsibility for certain infrastructure security and emergency communications programmes directly to state and local governments, though it does not specify additional funding to those governments to absorb the transfer.
The White House’s argument
The administration’s budget justification is pointed in its language. The document states that “CISA was more focused on censorship than on protecting the nation’s critical systems, and put them at risk due to poor management and inefficiency, as well as a focus on self-promotion.” The proposed reductions, it argues, “refocus CISA on its core mission” of securing the federal civilian network and helping critical infrastructure operators defend against cyberattacks and physical threats.
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The censorship framing refers primarily to CISA’s now-disbanded counter-disinformation work, including a unit that coordinated with social media companies on election-related content moderation during the 2020 and 2022 election cycles. That work was shut down after Republican criticism and subsequent litigation. Sean Plankey, Trump’s nominee to lead CISA, addressed the issue directly during his confirmation hearings. “It is not CISA’s job, and nor is it in its authorities, to censor or determine the truths,” Plankey said, adding that the agency would not pursue such work under his leadership. Plankey also pledged to “rebuild and refocus” CISA, emphasising that his goal would be to “empower the operators to operate“, referring to the private sector entities responsible for critical infrastructure. Plankey has not yet been confirmed by the Senate.
A year already defined by cuts
The FY27 proposal lands on an agency that has spent the past year contracting sharply. When Trump returned to office in January 2025, CISA had approximately 3,300 employees. By December 2025, that figure had fallen to roughly 2,400, a loss of nearly 900 people. The departures came through a combination of voluntary exits during the deferred resignation programme, probationary staff terminations, and direct DOGE action. In late February and early March 2025, DOGE terminated contracts and fired staff in waves that eliminated CISA’s entire red team, more than 80 employees working on continuous monitoring, and between 30 and 50 incident response staff. A federal judge subsequently ordered the reinstatement of probationary employees, but reinstated staff were placed on paid administrative leave rather than returned to active duties.
The red team cuts drew particular alarm from security professionals, since red-team exercises, in which agency staff simulate real-world attacks against government networks to identify vulnerabilities before adversaries do, are among the most operationally consequential work any cybersecurity organisation undertakes. Removing that capability does not just reduce CISA’s headcount; it eliminates a specific function that cannot simply be assumed by the remaining staff.The governance of AI-assisted cybersecurity tools across critical infrastructurehas become a defining challenge for 2026, and the debate about CISA’s role sits at its centre: the agency was positioned to set standards and share threat intelligence precisely as those questions become most consequential.
Congressional pushback, and its limits
The proposed $707 million cut represents a sharp escalation from the administration’s FY26 request, which sought approximately $490 million in reductions. Congressional resistance at that stage, including from Republican committee members who considered the cuts excessive, ultimately narrowed the actual reductions to somewhere between $130 million and $300 million. Whether that resistance holds in the current budget environment is uncertain.
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The sharpest opposition came from the Democratic side of the aisle. Representative Bennie Thompson, Democrat of Mississippi and the ranking member on the House Homeland Security Committee, rejected both the scale of the proposed cuts and the administration’s framing. “Like the President’s cyber strategy, the President’s CISA budget reflects his utter lack of understanding of the urgency of the cyber threats we face and how to mobilize the government to help confront them,” Thompson said in a statement. Citing the threat environment that has intensified in recent months, Thompson added: “There is nothing that justifies a reckless $700 million cut to CISA, particularly at a time ofheightened tensions with Iranand an increasingly aggressive China.”
Thompson said he was “committed to working with colleagues to push back against these cuts” and to ensuring the government can protect federal and critical infrastructure networks. Separately, bipartisan legislation introduced earlier in 2026 would require CISA to maintain “sufficient” staffing levels, though the bill has not advanced to a vote.
What $2 billion buys, and what it doesn’t
The cuts do not eliminate CISA. Under the proposed budget, the agency would retain its core federal network security functions, its role supporting critical infrastructure operators, and some capacity for coordination with the private sector. The Einstein intrusion detection system and the Continuous Diagnostics and Mitigation programme for federal civilian networks are expected to survive. What the budget removes is the outward-facing, partnership-intensive layer of CISA’s operations: the work with state and local governments, the election security apparatus, the international engagement, and the stakeholder advisory infrastructure that has grown since the agency’s founding.
The commercial cybersecurity sector is watching closely. CISA has historically been a significant source of free threat intelligence, vulnerability advisories, and incident response support for smaller organisations and local governments that cannot afford enterprise-grade security tools. Asthe AI-driven expansion of the threat landscape accelerated through 2025, the agency’s advisories on vulnerabilities in industrial control systems and critical infrastructure became more, not less, relied upon by the operators responsible for power grids, water systems, and financial networks. The proposed cuts do not formally end that advisory function, but an agency operating at $2 billion with 860 fewer staff will inevitably produce fewer advisories, respond to fewer incidents, and reach fewer of the operators it was designed to support.
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The budget is a proposal, not a law. Congress must still appropriate the funds, and the FY26 experience suggests that the final number will likely be lower than requested. What has already happened at CISA, however, does not require a vote to reverse: a third of the workforce is gone, the red team no longer exists, and election security advisors have been standing down since early 2025. The budget fight now is largely about whether what remains gets smaller still.
Nahla Davies examines what constitutes an appropriate data integrity framework, and how inadequate frameworks damage data quality.
If you asked most companies whether they have a data integrity framework, they’d say yes without hesitation. They’d point you to a shared drive, maybe a Confluence page, possibly a colour-coded spreadsheet with tabs labelled ‘Validation Rules’ and ‘Ownership Matrix’. It looks official. It’s got a logo on it. Someone even added conditional formatting.
But here’s the thing: looking like a framework and actually functioning as one are two wildly different realities. Across industries, organisations are confusing documentation with governance, and the gap between those two things is where data quality quietly falls apart. The problem isn’t that teams don’t care. It’s that they’ve convinced themselves the spreadsheet is enough.
The spreadsheet trap is more common than anyone admits
There’s a pattern that plays out in nearly every mid-size org that’s undergone some kind of digital transformation push in the last five years. Someone in data engineering or analytics gets tasked with ‘building a data integrity framework’. They do their research, pull together some best practices, and create a document. Maybe it lives in Google Sheets, maybe it’s a Notion database, maybe it’s an actual PDF that got emailed around once and then forgotten about. Whatever form it takes, it checks a box. Leadership sees it and feels reassured.
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The trouble starts when that document has to survive contact with reality. Data pipelines change. New sources get added. Team members rotate. And that spreadsheet? It doesn’t update itself. It doesn’t send alerts when a schema shifts or when a critical field starts returning nulls at twice the usual rate. It just sits there, frozen in the moment it was created, slowly becoming a historical artifact rather than an operational tool.
What’s worse is that people keep referencing it as though it’s still accurate. Decisions get made based on validation rules that haven’t been reviewed in months. Ownership columns list people who’ve left the company. It’s the organisational equivalent of navigating with a map from 2019 and wondering why you keep hitting dead ends.
And it’s not a niche problem. A 2023 Gartner survey found that poor data quality costs organisations an average of $12.9m per year. That number doesn’t come from dramatic, headline-grabbing breaches. It comes from the slow, invisible accumulation of bad records, missed anomalies, and unchecked assumptions that a static document simply can’t catch.
What a real framework actually looks like
So what separates a functioning data integrity framework from a well-formatted spreadsheet? It comes down to whether the thing can operate without someone manually babysitting it. A real framework is embedded in your infrastructure. It’s automated, observable and responsive.
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That means validation checks run as part of your data pipelines, not as a quarterly audit someone remembers to do in the last week of the quarter. It means the data is correctly annotated and that there’s monitoring in place that flags anomalies in real time, whether that’s a sudden spike in null values or a mismatch between source and destination row counts. Tools like Great Expectations, Monte Carlo and dbt tests exist specifically to bring this kind of rigor into the workflow.
It also means ownership is enforced through tooling, not just documented in a tab. When a data asset has a registered owner in a data catalogue, and that catalogue integrates with your alerting system, accountability becomes structural. It stops being something you have to chase people about in Slack.
There’s a cultural component here, too. Organisations with mature data integrity practices treat data quality as a product concern and are better prepared to establish proper AI governance. Product managers care about it. Analysts flag issues proactively instead of working around them. Engineers write tests for data the same way they write tests for code. That kind of culture doesn’t emerge from a spreadsheet. It emerges from leadership, making it clear that data integrity is a priority, not a side project someone handles when things are slow.
The companies getting this right tend to share a few traits. They’ve invested in observability across their data stack. They treat schema changes as events that require review, not things that just happen silently. And they’ve moved past the idea that documentation alone equals governance.
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Why it matters more now than it did five years ago
The stakes around data integrity have shifted significantly. Five years ago, a bad record in a reporting dashboard was annoying but manageable. Today, that same bad record might be feeding a machine learning model that’s making automated decisions about credit, hiring or patient care. The blast radius of poor data quality has expanded because the systems consuming that data have become more autonomous and more consequential.
Regulatory pressure is also mounting. Frameworks like the EU’s AI Act and evolving data privacy regulations are putting more scrutiny on how organisations manage the data that powers their products. It’s getting harder to shrug off data quality issues as ‘technical debt we’ll get to eventually’. Regulators want to see evidence of governance, and a spreadsheet with last year’s date on it won’t cut it.
There’s also the competitive angle. Companies that can trust their data move faster. They make decisions with more confidence. They spend less time reconciling conflicting reports and more time actually acting on insights. Data integrity isn’t glamorous, but it’s one of those foundational things that quietly determines whether an organisation can execute on its strategy or just talk about it.
Final thoughts
The uncomfortable truth is that most data integrity frameworks weren’t built to be frameworks at all. They were built to satisfy a request, to check a compliance box, or to give someone something to present in a meeting.
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And that’s fine as a starting point. Every mature system started somewhere. But if your ‘framework’ is still a spreadsheet that no one’s touched in six months, it’s time to be honest about what you actually have.
Real integrity requires automation, observability and cultural buy-in. The spreadsheet was never the destination. Treat it as the rough draft it always was, and start building something that can actually keep up with your data.
Nahla Davies is a software developer and tech writer. Before devoting her work full time to technical writing, she managed – among other intriguing things – to serve as a lead programmer at an Inc. 5,000 experiential branding organisation, where clients include Samsung, Time Warner, Netflix and Sony.
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