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2026-01-31 04:31:50

Since 2021, NASA's Perseverance rover has achieved a number of historic milestones, including sending back the first audio recordings from Mars. Now, nearly five years after landing on the Red Planet, it just achieved another feat. This past December, Perseverance successfully completed a route through a section of the Jezero crater plotted by Anthropic's Claude chatbot, marking the first time NASA has used a large language model to pilot the car-sized robot.    

Between December 8 and 10, Perseverance drove approximately 400 meters (about 437 yards) through a field of rocks on the Martian surface mapped out by Claude. As you might imagine, using an AI model to plot a course for Perseverance wasn't as simple as inputting a single prompt. 

As NASA explains, routing Perseverance is no easy task, even for a human. "Every rover drive needs to be carefully planned, lest the machine slide, tip, spin its wheels, or get beached," NASA said. "So ever since the rover landed, its human operators have painstakingly laid out waypoints — they call it a 'breadcrumb trail' — for it to follow, using a combination of images taken from space and the rover’s onboard cameras." 

To get Claude to complete the task, NASA had to first provide Claude Code, Anthropic's programming agent, with the "years" of contextual data from the rover before the model could begin writing a route for Perseverance. Claude then went about the mapping process methodically, stringing together waypoints from ten-meter segments it would later critique and iterate on.  

This being NASA we're talking about, engineers from the agency's Jet Propulsion Laboratory (JPL) made sure to double check the model's work before sending it to Perseverance. The JPL team ran Claude's waypoints through a simulation they use every day to confirm the accuracy of commands sent to the rover. In the end, NASA says it only had to make "minor changes" to Claude's route, with one tweak coming as a result of the fact the team had access to ground-level images Claude hadn't seen in its planning process.  

"The engineers estimate that using Claude in this way will cut the route-planning time in half, and make the journeys more consistent," NASA said. "Less time spent doing tedious manual planning — and less time spent training — allows the rover’s operators to fit in even more drives, collect even more scientific data, and do even more analysis. It means, in short, that we’ll learn much more about Mars."

While the productivity gains offered by AI are often overstated, in the case of NASA, any tool that could allow its scientists to be more efficient is sure to be welcome. Over the summer, the agency lost about 4,000 employees – accounting for about 20 percent of its workforce – due to Trump administration cuts. Going into 2026, the president had proposed gutting the agency's science budget by nearly half before Congress ultimately rejected that plan in early January. Still, even with its funding preserved just below 2025 levels, the agency has a tough road ahead. It's being asked to return to the Moon with less than half the workforce it had during the height of the Apollo program.     

For Anthropic, meanwhile, this is a major feat. You may recall last spring Claude couldn't even beat Pokémon Red. In less than a year, the company's models have gone from struggling to navigate a simple 8-bit Game Boy game to successfully plotting a course for a rover on a distant planet. NASA is excited about the possibility of future collaborations, saying "autonomous AI systems could help probes explore ever more distant parts of the solar system."

2026-01-31 03:43:58

America’s once-promising EV transition may have taken a U-turn, but at least some in Hollywood are trying to do their part. Rivian partnered with Grey’s Anatomy to make a custom electric ambulance for the long-running series.

The ambulance is a modified version of Rivian’s Commercial Van. The custom “vanbulance” serves a dual purpose: preventing on-set exhaust fumes (which could harm the cast and crew) and integrating a green storyline. “As an added benefit, the elimination of engine noise brought a welcome quiet while cameras were rolling,” Rivan wrote in a blog post.

Rivian

The vehicle includes some production-specific touches. Its walls and roof panels are removable, allowing cameras to reach angles required for interior shots. In addition, Rivian replaced the standard van’s rear roll-up door with double doors while adding a side entry to the cargo area. The company also added custom lighting and an exterior wrap reading “Seattle Emergency Response Services.”

The team consulted with the Huntington Beach Fire Department and the Los Angeles Fire Department to inform the interior layout. “Their feedback was invaluable to understand how first responders actually use their vehicles,” Rivian wrote.

Rivian

The Hollywood Reporter notes that the electric ambulance debuted in the November 13, 2025, episode of Grey’s Anatomy. However, it was featured more prominently in Thursday’s episode — hence Rivian choosing this week to highlight it.

2026-01-31 02:06:13

The Sundance documentary Ghost in the Machine boldly declares that the pursuit of artificial intelligence, and Silicon Valley itself, is rooted in eugenics. 

Director Valerie Veatch makes the case that the rise of techno-fascism from the likes of Elon Musk and Peter Thiel is a feature, not a bug. That may sound hyperbolic, but Ghost in the Machine, which is built around interviews with philosophers, AI researchers, historians and computer scientists, leaves little room for doubt.

If you've been following the meteoric rise of AI, or Silicon Valley in general, Veatch's methodical deconstruction of the technology doesn't really unearth anything new. The film begins with the utter failure of Microsoft's Tay chatbot, which wasted no time in becoming a Hitler-loving white supremacist. It retreads the environmental impacts of AI datacenters, as well as the ways tech companies have relied on low-wage workers from Africa and elsewhere to improve their algorithms. 

But even I was surprised to learn that we can trace the impact of eugenics in tech all the way back to Karl Pearson, the mathematician who pioneered the field of statistics, and who also spent his life trying to quantify the differences between races. (Guess who he believed was superior.) His legacy was continued by William Shockley, a co-creator of the transistor, an avowed white supremacist who spent his later years espousing (now debunked) theories around IQ and racial differences.

Valerie Veatch for "Ghost in the Machine"

As a Stanford engineering professor, Shockley fostered a culture of prioritizing white men over women and minorities, which ultimately shaped the way Silicon Valley looks today. His line of thinking could have had an influence on John McCarthy, the Stanford researcher who coined the term “artificial intelligence” in 1955,  

With roots like that, Elon Musk — known to spout bigotry online,  foster a reportedly racist work environment at Tesla and  throw the occasionaly few Nazi salute — looks less like an anomaly than part of a pattern. Ghost in the Machine asks a simple question: How can we trust men like this (and it's almost always men that look like Musk) with our future?

Through its many interviews, which include the likes of AI researcher Dr. Emily Bender, historian Becca Lewis and media theorist Douglass Rushkoff, Ghost in the Machine paints the rise of AI as a fascistic project that aims to demean humans and establish the techno-elite as our de facto rulers. Given how much our lives are already dominated by gadgets and social networks from companies that have pioneered addictive engagement over user safety, it's easy to imagine history repeating itself with AI. 

Ghost in the Machine doesn't leave any room for considering potential benefits around AI, which could lead proponents of the technology to dismiss it as a hit-job. But we're currently at the apex of the AI hype cycle, after Big Tech has invested hundreds of billions of dollars on this technology, and after it has spent years shoving it down our throats without proving why it’s actually useful to many people. AI should be able to withstand a bit of criticism.

Ghost in the Machine is available to view at the Sundance Film Festival’s website and streaming apps from today through the end of Sunday, February 1st.  

2026-01-31 01:49:21

Samsung’s 2025 was filled with new foldables, an ultra-thin new form factor and the launch of Google's XR platform. After making some announcements at CES 2026, the company is expected to host its first Galaxy Unpacked of the year in February to introduce the Galaxy S26 lineup.

Engadget will be covering Galaxy Unpacked live, and we'll most likely have hands-on coverage of Samsung's new smartphones soon after they're announced. While we wait for an official invite, here's everything we expect Samsung will introduce at the first Galaxy Unpacked event of 2026.

What is Unpacked 2026 taking place?

But first, when is Unpacked going to happen? A recent image shared by leakster Evan Blass indicated Unpacked should be taking place on “February 25 2026.” Blass has a long history of credible leaks, which means this date is all but confirmed, and the main questions remaining would be — what time and in what timezone? We’re still waiting on Samsung for the official details, which should include answers to those questions.

Galaxy S26, S26+ and S26 Ultra

Photo by Sam Rutherford/Engadget

Samsung's restrained approach to updating its phones will likely continue with the Galaxy S26. Based on leaked images of the new lineup, the company is not expected to radically reinvent the look of the Galaxy S26, Galaxy S26+ or Galaxy S26 Ultra, and instead will stick with a similar design to what it used on the Galaxy S25. The phones will have a flat front screen and frame, with rounded corners and cameras housed in a vertical pill-shaped plateau on the back. Unlike Apple's move from the iPhone 16 Pro to the iPhone 17 Pro, the biggest difference here will likely be internal components like the screens, chips and camera sensors Samsung uses.

Qualcomm's new Snapdragon 8 Elite Gen 5 chip is expected to be in all Samsung Galaxy S26 phones, though Korean news site Yonhap News reports Samsung's relatively new Exynos 2600 chip could be used in some phones in the lineup depending on the region, a strategy Samsung has deployed in the past. Either way the new phones should be more performant than the previous generation, and in the case of the models with the Snapdragon 8 Elite Gen 5, particularly good at on-device AI processing.

One notable difference between the Galaxy S26 and the Galaxy S25 could be the phone's screen. The new phone will reportedly feature a 6.3-inch FHD+ display according to specs shared by leaker Ice Universe, which makes it ever so slightly larger than the 6.2-inch display used on the Galaxy S25. The S26 will also allegedly come with 12GB of RAM, either 256GB or 512GB of storage and a slightly larger 4,300mAh battery. Samsung isn't changing the cameras on the entry-level phone, though: leaks suggest it'll feature the same 50-megapixel main camera, 12-megapixel ultrawide, 10-megapixel 3x telephoto and 12-megapixel selfie camera as the previous generation. Changes appear to be even more minor on the Galaxy S26+. Other than the new Snapdragon chip, the phone will reportedly feature the same 6.7-inch FHD+ screen, 4,900mAh battery, 12GB of RAM and the same camera array used on the base Galaxy S26.

The difference between the Galaxy S26 Ultra and Galaxy S25 Ultra is reportedly a bit clearer. According to Android Headlines, the new phone's cameras will be slightly more raised, and stand out thanks to a new metallic finish. Samsung may also switch back to using an aluminum frame on the Galaxy S26 Ultra, after using titanium frames on both the Galaxy S24 and S25 Ultras. Most importantly, to make the phone actually support Qi2 rather than only technically work with the standard when a case is attached, rumors suggest Samsung will remove the S Pen digitizer layer in the phone and adopt a new method for accepting stylus input. It's not clear what that new method will actually be, but it could let the Galaxy S26 Ultra more easily work with Qi2 accessories without losing its stylus.

Galaxy Buds 4

Engadget

Samsung released the Galaxy Buds 3 and 3 Pro in 2024, with a major redesign that brought them much more in line with Apple's AirPods. The Galaxy Buds 4 and Buds 4 Pro Samsung is rumored to be announcing soon won't necessarily change that, though they will feature a more compact case and less angular stems, according to leaked images from the Samsung Tips app.

Support for head gestures to accept and decline calls, a feature Apple includes on the AirPods Pro 3 and AirPods 4, is also rumored to work on both versions of the new Galaxy Buds. SamMobile reports the Galaxy Buds 4 and 4 Pro may also ship with a new Ultra Wideband chip that will make them easier to find with Google's Find Hub network.

Galaxy Z Trifold

Sam Rutherford for Engadget

Samsung announced the Galaxy Z TriFold in late 2025 without firm details of when the new smartphone-that-folds-into-a-tablet would be available in North America. That info came on January 27, when the company announced the TriFold would be available in the US on January 30, for a whopping $2,900. Considering we’ve already seen the device in person at CES 2026 and people are most likely to have had a chance to look at, if not buy the foldable for themselves by the time Unpacked rolls around, we don’t expect Samsung to spend too much time dwelling on it, if at all.

Galaxy S26 Edge

Sam Rutherford for Engadget

When the Galaxy S25 Edge was announced in 2025, it seemed possible that Samsung could replace its "Plus" smartphone with a unique form factor, just like Apple has opted to do with the iPhone Air. There have been conflicting reports on the matter, but it seems like Samsung will not be doing that with the Galaxy S26 Edge.

Instead, the smartphone will reportedly remain another option, much like foldables are for customers not swayed by Samsung's traditional smartphones. The Galaxy S26 Edge is rumored to feature a slightly different design than last year's model, according to Android Headlines, with a large rectangular camera plateau that's reminiscent of Google's Pixel phones, and the raised oval Apple used on the iPhone Air. Beyond that, the phone is also expected to be ever so slightly thinner at 5.5mm than the 5.8mm Galaxy S25 Edge.

Bixby and other AI features

Samsung already acts as a first place Google can show off new AI features for Android, but the company is reportedly exploring other AI partnerships, too. In June 2025, Bloomberg reported that Samsung was nearing a deal with Perplexity to integrate its AI-powered search engine across OneUI and its homegrown mobile browser. Perplexity already has a deal with Motorola on its Razr phones, so the only thing that would make a deal with Samsung unusual is the close relationship the company already has with Google.

The company also accidentally announced a new version of its Bixby AI assistant, which will likely also be integrated with Perplexity and could serve as an alternative to Google Gemini. Both a new Bixby and a deeper integration with Perplexity seem like natural new software features to show off at Galaxy Unpacked.

Update, January 27 2026, 11:55AM ET: This story has been updated to reflect the latest news around the Galaxy Z TriFold’s price and availability in the US.

Update, January 30 2026, 12:45PM ET: This story has been updated to include the latest leaks on the possible dates for Unpacked 2026.

2026-01-31 01:41:48

This past summer, Google DeepMind debuted Genie 3. It’s what’s known as a world world, an AI system capable of generating images and reacting as the user moves through the environment the software is simulating. At the time, DeepMind positioned Genie 3 as a tool for training AI agents. Now, it’s making the model available to people outside of Google to try with Project Genie.

To start, you’ll need Google’s $250 per month AI Ultra plan to check out Project Genie. You’ll also need to live in the US and be 18 years or older. At launch, Project Genie offers three different modes of interaction: World Sketching, exploration and remixing. The first sees Google’s Nano Banana Pro model generating the source image Genie 3 will use to create the world you will later explore. At this stage, you can describe your character, define the camera perspective — be it first-person, third-person or isometric — and how you want to explore the world Genie 3 is about to generate. Before you can jump into the model’s creation, Nano Banana Pro will “sketch” what you’re about to see so you can make tweaks. It’s also possible to write your own prompts for worlds others have used Genie to generate.

One thing to keep in mind is that Genie 3 is not a game engine. While its outputs can look game-like, and it can simulate physical interactions, there aren’t traditional game mechanics here. Generations are also limited to 60 seconds, as is the presentation, which is capped at 24 frames per second and 720p. Still, if you’re an AI Ultra subscriber, this is a cool opportunity to see the bleeding edge of what DeepMind has been working over the past couple of years.

2026-01-31 01:40:58

Like many other companies during Super Bowl season, Sonos is discounting its home theater gear. Today, you can save $130 on the Beam (Gen 2) soundbar, bringing its price down to $369. You'll also find deals on the flagship Arc Ultra Soundbar, Sonos subwoofers, and more.

The Sonos Beam is the company's sub-$500 soundbar. Engadget's pick for the best midrange model, the compact speaker has impressive sound for its size. Part of that is its Dolby Atmos support. Although the soundbar lacks upward-firing speakers, it uses software tricks to compensate. Audio timing and frequency adjustments make sound seem to come from the side or slightly above.

One of the biggest drawbacks is that the Beam only has one HDMI port. Regardless, that compromise may be easier to accept at Beam's current $369 than at its usual $499.

Several more home theater speakers are included in Sonos's sale. If you have a loftier budget for a soundbar, there's the Arc Ultra. Typically $1,099, it's now $899. The company's pair of subwoofers is included as well. You can get the Sub Mini for $399 (down from $499) or the Sub 4 for $759 (from $899).

Although they aren't explicitly sold as home theater products, the Era 100 ($179) and Era 300 ($379) are also included in the sale. The portable Move 2 isn't discounted individually, but you will find it in a couple of bundles. You can check out the sale page for the complete list.