Tech
This Robot Only Needs a Single AI Model to Master Humanlike Movements
While there is a lot of work to do, Tedrake says all of the evidence so far suggests that the approaches used to LLMs also work for robots. “I think it’s changing everything,” he says.
Gauging progress in robotics has become more challenging of late, of course, with videoclips showing commercial humanoids performing complex chores, like loading refrigerators or taking out the trash with seeming ease. YouTube clips can be deceptive, though, and humanoid robots tend to be either teleoperated, carefully programmed in advance, or trained to do a single task in very controlled conditions.
The new Atlas work is a big sign that robots are starting to experience the kind of equivalent advances in robotics that eventually led to the general language models that gave us ChatGPT in the field of generative AI. Eventually, such progress could give us robots that are able to operate in a wide range of messy environments with ease and are able to rapidly learn new skills—from welding pipes to making espressos—without extensive retraining.
“It’s definitely a step forward,” says Ken Goldberg, a roboticist at UC Berkeley who receives some funding from TRI but was not involved with the Atlas work. “The coordination of legs and arms is a big deal.”
Goldberg says, however, that the idea of emergent robot behavior should be treated carefully. Just as the surprising abilities of large language models can sometimes be traced to examples included in their training data, he says that robots may demonstrate skills that seem more novel than they really are. He adds that it is helpful to know details about how often a robot succeeds and in what ways it fails during experiments. TRI has previously been transparent with the work it’s done on LBMs and may well release more data on the new model.
Whether simple scaling up the data used to train robot models will unlock ever-more emergent behavior remains an open question. At a debate held in May at the International Conference on Robotics and Automation in Atlanta, Goldberg and others cautioned that engineering methods will also play an important role going forward.
Tedrake, for one, is convinced that robotics is nearing an inflection point—one that will enable more real-world use of humanoids and other robots. “I think we need to put these robots out of the world and start doing real work,” he says.
What do you think of Atlas’ new skills? And do you think that we are headed for a ChatGPT-style breakthrough in robotics? Let me know your thoughts on ailab@wired.com.
This is an edition of Will Knight’s AI Lab newsletter. Read previous newsletters here.
Tech
Security News This Week: Oh Crap, Kohler’s Toilet Cameras Aren’t Really End-to-End Encrypted
An AI image creator startup left its database unsecured, exposing more than a million images and videos its users had created—the “overwhelming majority” of which depicted nudes and even nude images of children. A US inspector general report released its official determination that Defense Secretary Pete Hegseth put military personnel at risk through his negligence in the SignalGate scandal, but recommended only a compliance review and consideration of new regulations. Cloudflare’s CEO Matthew Prince told WIRED onstage at our Big Interview event in San Francisco this week that his company has blocked more than 400 billion AI bot requests for its customers since July 1.
A new New York law will require retailers to disclose if personal data collected about you results in algorithmic changes to their prices. And we profiled a new cellular carrier aiming to offer the closest thing possible to truly anonymous phone service—and its founder, Nicholas Merrill, who famously spent a decade-plus in court fighting an FBI surveillance order targeted at one of the customers of his internet service provider.
Putting a camera-enabled digital device in your toilet that uploads an analysis of your actual bodily waste to a corporation represents such a laughably bad idea that, 11 years ago, it was the subject of a parody infomercial. In 2025, it’s an actual product—and one whose privacy problems, despite the marketing copy of the company behind it, have turned out to be exactly as bad as any normal human might have imagined.
Security researcher Simon Fondrie-Teitler this week published a blog post revealing that the Dekota, a camera-packing smart device sold by Kohler, does not in fact use “end-to-end encryption” as it claimed. That term typically means that data is encrypted so that only user devices on either “end” of a conversation can decrypt the information therein, not the server that sits in between them and hosts that encrypted communication. But Fondrie-Teitler found that the Dekota only encrypts its data from the device to the server. In other words, according to the company’s definition of end-to-end encryption, one end is essentially—forgive us—your rear end, and the other is Kohler’s backend, where the images of its output are “decrypted and processed to provide our service,” as the company wrote in a statement to Fondrie-Teitler.
In response to his post pointing out that this is generally not what end-to-end encryption means, Kohler has removed all instances of that term from its descriptions of the Dekota.
The cyberespionage campaign known as Salt Typhoon represents one of the biggest counterintelligence debacles in modern US history. State-sponsored Chinese hackers infiltrated virtually every US telecom and gained access to the real-time calls and texts of Americans—including then presidential and vice-presidential candidates Donald Trump and J.D. Vance. But according to the Financial Times, the US government has declined to impose sanctions on China in response to that hacking spree amid the White House’s effort to reach a trade deal with China’s government. That decision has led to criticism that the administration is backing off key national security initiatives in an effort to accommodate Trump’s economic goals. But it’s worth noting that imposing sanctions in response to espionage has always been a controversial move, given that the United States no doubt carries out plenty of espionage-oriented hacking of its own across the world.
As 2025 draws to a close, the nation’s leading cyberdefense agency, the Cybersecurity and Infrastructure Agency (CISA), still has no director. And the nominee to fill that position, once considered a shoo-in, now faces congressional hurdles that may have permanently tanked his chances to run the agency. Sean Plankey’s name was excluded from a Senate vote Thursday on a panel of appointments, suggesting his nomination may be “over,” according to CyberScoop. Plankey’s nomination had faced various opposition from senators on both sides of the aisle with a broad mix of demands: Florida’s Republican senator Rick Scott had placed a hold on his nomination due to the Department of Homeland Security (DHS) terminating a Coast Guard contract with a company in his state, while North Carolina’s GOP senators opposed any new DHS nominees until disaster relief funding was allocated to their state. Democratic senator Ron Wyden, meanwhile, has demanded CISA publish a long-awaited report on telecom security prior to his appointment, which still has yet to be released.
The Chinese hacking campaign centered around the malware known as “Brickstorm” first came to light in September, when Google warned that the stealthy spy tool has been infecting dozens of victim organizations since 2022. Now CISA, the National Security Agency, and the Canadian Centre for Cybersecurity jointly added to Google’s warnings this week in an advisory about how to spot the malware. They also cautioned that the hackers behind it appear to be positioned not only for espionage targeting US infrastructure but also potentially disruptive cyberattacks, too. Most disturbing, perhaps, is a particular data point from Google, measuring the average time until the Brickstorm breaches have been discovered in a victim’s network: 393 days.
Tech
Top Vimeo Promo Codes and Discounts This Month in 2025
Remember Vimeo? You probably don’t use it to browse videos the way you might with some other services. But if you landed on this page, there’s a good chance you use it to host your professional portfolio. Or assets for your business. Or your short films. Vimeo has tools other video hosting services simply don’t have, like AI editing tools, on-demand content selling, customizable embeds, and collaborative editing features. And best of all: There are no ads. WIRED has rotating Vimeo promo codes to help you save.
Get 10% Off Annual Plans With This Vimeo Promo Code
No matter what you need for your business or career, when it comes to video, Vimeo’s got multiple plans to suit. And luckily, right now, you can save with a Vimeo promo code—even on the annual plans, which already include 40% in savings. Just use Vimeo coupon code GETVIMEO10 to save 10% on your membership plan.
The Easiest Way to Save 40% on Your Vimeo Plan
Vimeo has a few different membership plans that you can save on. No matter which you go with, the easiest way to save a lot is with an annual membership, which has automatic 40% savings compared to paying monthly. And yes, you can even stack promo codes with the annual billing options.
More on Vimeo Pricing and Membership Plans
So what tier do you need? The Starter plan starts at $12 per month (billed annually) or $20 per month (billed monthly). It comes with 100 gigabytes of storage, plus boosted privacy controls, custom video players, custom URLs, and automatic closed captioning.
Boost your plan to Standard for $25 per month (billed annually) or $41 per month (billed monthly) to upgrade to 2 terabytes of storage, 5 “seats” (which are collaborative team member spots), a brand kit, a teleprompter, text-based video editing, AI script generation, and engagement and social analytics.
Finally, there’s the Advanced plan, which costs $75 per month (billed annually) or $125 per month (billed monthly). You’ll get 10 “seats”, 7 terabytes of storage, AI-generated chapters and text summaries, live chat and poll options, plus streaming and live broadcast capabilities.
Use a Vimeo Coupon Code to Get Savings on Vimeo on Demand
Vimeo on Demand is a new way to stream and download movies online. Through Vimeo on Demand, you can rent, buy and subscribe to the best original films, documentaries and series directly from your favorite small business video creators, including The Talent and Wild Magic.
Vimeo Enterprise Solutions 2025
You may have not heard about Vimeo Enterprise, but it’s probably the most essential program for content creators, videographers, and digital media in the workplace in general. From meeting recordings and AI-driven video creation to compliance and distribution, Vimeo Enterprise helps centralize and manage video workflows.
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Tech
WIRED Roundup: DOGE Isn’t Dead, Facebook Dating Is Real, and Amazon’s AI Ambitions
Leah Feiger: So it’s a really good question actually, and it’s one that I’ve thought about for quite some time. I think if it’s not annoying, I want to read this quote from Scott Kupor, the director of OPM and the former managing partner at Andreessen Horowitz, to be clear, just to remind everyone where people are coming from in this current administration. He posted this on X late last month, and this was part of Reuter’s reporting. So he posts, “The truth is, DOGE may not have centralized leadership under USDS anymore, but the principles of DOGE remain alive and well, deregulation, eliminating fraud, waste and abuse, reshaping the federal workforce, et cetera, et cetera, et cetera.” Which is the exact same, the thing that they’ve been saying this entire time, but it’s all smoke and mirrors, right? It’s like, oh no, no, well, DOGE doesn’t exactly exist anymore. There’s no Elon Musk character leading it, which Elon Musk himself said on the podcast with Joe Rogan last month as well. He’s like, “Yeah, once I left, they weren’t able to pick on anyone, but don’t worry, DOGE is still there.” So it feels wild to watch people fall for this and go like, “DOGE is gone now.” And I’m like, they’re literally telling us that it’s not.
Zoë Schiffer: I think one thing that does feel honestly true is that it is harder and harder to differentiate where DOGE stops and the Trump administration begins because they have infiltrated so many different parts of government and the DOGE ethos, what you’re talking about, deregulation, cost cuttings, zero-based budgeting, those have really become kind of table stakes for the admin, right?
Leah Feiger: I think that’s such a good point. And honestly, by the end of Elon Musk’s reign, something that kept coming up wasn’t necessarily that the Trump administration didn’t agree with DOGE’s ethos at all. It was that they didn’t really agree with how Musk was going about it. They didn’t like that he was stepping on Treasury Secretary Scott Bessent and having fights outside of the Oval Office. That was bad optics and that also wasn’t helping the Trump administration even look like they were on top of it.
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