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Fintech lending giant Figure confirms data breach

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Figure Technology, a blockchain-based lending company, confirmed it experienced a data breach.

On Friday, Figure spokesperson Alethea Jadick told TechCrunch in a statement that the breach originated when an employee was tricked with a social engineering attack that allowed the hackers to steal “a limited number of files.”

The statement said the company is communicating “with partners and those impacted,” and offering free credit monitoring “to all individuals who receive a notice.”

Figure’s spokesperson did not respond to a series of specific questions about the breach. 

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The hacking group ShinyHunters took responsibility for the hack on its official dark web leak website, saying the company refused to pay a ransom, and published 2.5 gigabytes of allegedly stolen data. 

TechCrunch saw a portion of the data, which included customers’ full names, home addresses, dates of birth, and phone numbers. 

A member of ShinyHunters told TechCrunch that Figure was among the victims of a hacking campaign that targeted customers who rely on the single sign-on provider Okta. Other victims of the campaign include Harvard University and the University of Pennsylvania (UPenn)

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AI romance scams are on the rise. Here’s what you need to know.

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Happy Valentine’s Day. Don’t let romance scams — which ramp up around the holiday and are at an all-time high — break your heart.

These scams cost Americans $3 billion last year alone. That’s almost certainly an undercount, given victims’ particular reluctance to report that they’ve fallen for such ruses.

Many romance scams fall under the umbrella of so-called “pig-butchering” scams, in which fraudsters build relationships with and gain the trust of victims over long periods of time. The moniker is a crude reference to fattening up a pig before the slaughter — and they go for the whole hog, repeatedly attempting to extract money from the target. Between 2020 and 2024, these scams defrauded more than $75 billion from people around the world.

Now, AI is making these scams increasingly accessible, affordable, and profitable for scammers. In the past, romance scammers had to have a strong grasp of the English language if they wanted to effectively scam Americans. According to Fred Heiding, a postdoctoral researcher at the Harvard Kennedy School who studies AI and cybersecurity, AI-enabled translation has completely removed that roadblock — and scammers now have millions more potential victims at their disposal.

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AI is fundamentally changing the scale, serving as a force multiplier for scammers. A single person who used to manage a few scams at a time can use these toolkits to run 20 or more simultaneously, Chris Nyhuis, the founder of cybersecurity firm Vigilant, told me over email. AI-assisted scams are significantly more profitable than traditional ones, and they’re increasingly cheap and easy to run.

On the dark web, fraudsters can purchase romance scam toolkits complete with customer support, user reviews, and tiered pricing packages. These toolkits come with pre-built fake personas with AI-generated photosets, conversation scripts for each stage of the scam, and deepfake video tools, Nyhuis told me. “The skill barrier to entry is essentially gone.”

I wondered if romance scammers might automate themselves out of a job, but the Kennedy School’s Heiding told me that “oftentimes it’s just augmentation, rather than complete automation.” Many of the scammers are also victims themselves, with at least 220,000 people trapped in scam centers in Southeast Asia and forced to defraud targets, facing terrible abuse if they refuse. Leveraging AI means “the crime syndicates [who run these centers] will probably just have better profit margins,” Heiding said.

For now, there’s a human being behind the scenes of the scams, even if they’re just pressing start on an AI agent. But apart from that, it can be fully automated. At the moment, Heiding told me, AI isn’t much better than human romance scammers, but the technology evolves rapidly. In 2016, Google DeepMind’s AlphaGo beat the world’s best human go player in a landslide. Human forecasters think that AI is set to far outpace their ability to predict the future very soon.

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“I wouldn’t be surprised [if] within a few years or a decade, we have AI scammers that are just thinking in completely different patterns than humans,” Heiding said. “And unfortunately, they probably will be really, really good at persuading us.”

What’s love got to do with it?

Romance scams are unique: They target a core human need for love and connection. You may have heard that we’re in a loneliness epidemic, officially declared by the US Surgeon General in 2023, with health risks on par with smoking up to 15 cigarettes a day. Social isolation is linked to higher rates of heart disease, dementia, depression, and even premature death – and reportedly, 1 in 6 people worldwide are lonely. And lonely people make for prime targets.

Fraudsters send out initial AI-generated messages to prospective victims. Over time, they use lovebombing techniques to convince them that they are in a romantic relationship. Once trust is established, they make requests for money through methods that are difficult to recover like gift cards, wire transfers, or cryptocurrency. They will often make up crises that require urgent transfers. They might ghost the victim after reaching their goals, or continue the scam to squeeze more out of them.

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AI romance scams use deepfake video calls, “cheap fake” social media profiles, and voice cloning technology like other AI-enabled scams to draw people in. But according to Nyhuis, they’re “uniquely dangerous because of what they exploit. Phishing uses urgency; tech support scams use fear. Romance scams use love, which can make people think irrationally or overlook their gut feeling that something is wrong.”

Older adults often experience social isolation and are frequently targeted by romance scammers. Retirement and bereavement can create circumstances that scammers deliberately manipulate, making victims feel seen and cared for, even as they steal their life savings and the homes where they plan to spend their retirement years. But anyone can be deceived by these scams. Despite being digital natives, Gen Z is three times more vulnerable to online scams than older generations since they spend so much time online, although they tend to have — and therefore lose — less money than older victims.

Here’s something else that will break your heart: Scam victims are more likely to be targeted again. Scammers create profiles of their targets, sometimes adding them to “sucker lists” shared across criminal networks. Victims of other crimes are also more likely to be revictimized, and falling prey to a romance scam isn’t a moral failing on the part of the target.

But it is something to be on guard against, since the vast majority of scam victims will not be able to get their money back. About 15 percent of Americans have lost money to online romance scams, and only 1 in 4 were able to recover all the stolen funds.

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Romance scams thrive in shame and secrecy. Victims are sometimes blackmailed and told that if they confide in people in their lives, the scammers will expose sensitive information. Sanchari Das, an assistant professor and AI researcher at George Mason University, and Ruba Abu-Salma, a senior lecturer in computer science at King’s College London, received a Google Academic Research Award to study AI-powered romance scams targeting older adults in 13 countries. Their research examines how AI tools can amplify traditional scam tactics and how families and communities can better support the victims.

The researchers are building connections with gerontological societies, and aim to build educational tools to support AI romance scam victims. There’s a fair amount of information already out there about prevention, but very little directing victims what to do next.

Like so many people, I met my partner online. I’m grateful that we started dating in the late 2010s, before the explosion of AI-generated profiles on apps and dating sites.

AI is getting better at tricking people across the board. It has massively improved at rendering hands, a formerly reliable tell for deepfakes, and it learns from its mistakes. “As these technologies improve, traditional signals for spotting manipulation are no longer dependable,” Das said. “At the same time, we are leveraging AI to counter these threats by detecting scam patterns, forecasting emerging tactics, and strengthening protective responses. The goal is to build systems and communities that are as adaptive as the technology itself.”

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Society is also getting increasingly desensitized to AI romance. One study found that almost a third of Americans had an intimate or romantic relationship with an AI chatbot. The 2013 movie Her, in which a man falls in love with an AI voiced by Scarlett Johansson, was set in 2025. It wasn’t too far off the mark.

AI chatbots are purposefully designed to keep people engaged. Many use a “freemium” model, in which basic services don’t cost anything, but charge a premium for longer conversations and more personalized interactions. Some “companion bots” are designed to make users form deep connections. Even though people know that the “significant other” is AI, these companion bot apps sell user data for targeted advertising and aren’t transparent about their privacy policies. Is that not also a sort of intimacy scam, a way to extract resources from lonely people for as long as possible?

There are steps you can take to protect your heart, wallet, and peace of mind. It seems obvious, but refusing to send money to someone you haven’t met in person will stop a romance scam in its tracks. You can demand spontaneous video calls, and ask the person on the other end to do something random; deepfakes still struggle with “unscripted” actions.

“Be suspicious of anyone you’ve never met in person — that’s the only safe approach in a digital world increasingly filled with scams,” Konstantin Levinzon, the co-founder of free VPN service provider PlanetVPN, said in a press release. “If someone you meet on a dating site seems suspicious, perform a reverse image search to check if their pictures are stolen from other sources. And if the conversation shifts to money, or if someone asks for personal information, leave the conversation immediately.”

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You can also use a VPN to obscure your location, since scammers might track users’ location and try to personalize their scams based on the target’s city or country. If you are scammed, reporting early to the FBI Internet Crime Complaint Center, Federal Trade Commission, and your bank increases the chances that you’ll be able to recover the stolen funds. Several nonprofits offer support for victims of romance scams.

“No matter how alone you feel right now, no matter how embarrassed you are, you will recover from this and one day look back and see how you made it through it,” Nyhuis said. “These scammers are good at removing hope. Don’t let them take that from you.”

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The EU Moves To Kill Infinite Scrolling

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Doom scrolling is doomed, if the EU gets its way. From a report: The European Commission is for the first time tackling the addictiveness of social media in a fight against TikTok that may set new design standards for the world’s most popular apps. Brussels has told the company to change several key features, including disabling infinite scrolling, setting strict screen time breaks and changing its recommender systems. The demand follows the Commission’s declaration that TikTok’s design is addictive to users — especially children.

The fact that the Commission said TikTok should change the basic design of its service is “ground-breaking for the business model fueled by surveillance and advertising,” said Katarzyna Szymielewicz, president of the Panoptykon Foundation, a Polish civil society group. That doesn’t bode well for other platforms, particularly Meta’s Facebook and Instagram. The two social media giants are also under investigation over the addictiveness of their design.

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Honor Thy Error | Hackaday

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Musician Brian Eno’s Oblique Strategies are like a Tarot card deck full of whimsical ideas meant to break up a creative-block situation, particularly in the recording studio. They’re loads of fun to pick one at random and actually try to follow the advice, as intended, but some of them are just plain good advice for creatives.

One that keeps haunting me is “Honor thy error as a hidden intention”, which basically boils down to taking a “mistake” and seeing where it leads you if you had meant to do it. I was just now putting the finishing touches on this week’s Hackaday Podcast, and noticed that we have been honoring a mistake for the past 350-something shows. Here’s how it happened.

When Mike and I recorded the first-ever podcast, I had no idea how to go about doing it. But I grew up in Nashville, and know my way around the inside of a music studio, and I’ve also got more 1990s-era music equipment than I probably need. So rather than do the reasonable thing, like edit the recording on the computer, we recorded to an archaic Roland VS-880 “Digital Studio” which is basically the glorified descendant of those old four-track cassette Portastudios.

If you edit audio in hardware, you can’t really see what you’re doing – you have to listen to it. And so, when I failed to notice that Mike and I were saying “OK, are you ready?” and “Sure, let’s go!”, it got mixed in with the lead-in music before we started the show off for real. But somehow, we said it exactly in time with the music, and it actually sounded good. So we had a short laugh about it and kept it.

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And that’s why, eight years later, we toss random snippets of conversations into the intro music to spice it up. It was a mistake that worked. Had we been editing on the computer, we would have noticed the extra audio and erased it with a swift click of the mouse, but because we had to go back and listen to it, we invented a new tradition. Honor thy error indeed.

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It’s the last day to get 50 percent off subscriptions

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MasterClass has dropped the price of its annual memberships by 50 percent, making it a more affordable way to explore its full library of courses across cooking, business, photography, writing and more. With the discount applied, you’ll spend $10 per month when billed annually for the Premium tier, with lower-cost Standard and Plus options available depending on how many devices you want to use at once and whether you need offline viewing.

There are more than 200 classes on MasterClass now, and many are led by big names at the top of their fields. Depending on your interests, you might pick up cooking tips from Gordon Ramsay, learn storytelling from Margaret Atwood, explore business strategy with Richard Branson or get insights into performance and mindset from athletes and entertainers. The catalog spans everything from film and TV to wellness, music, science, leadership and photography, so it’s easy to dip in and find something that holds your attention.

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Get 50 percent off all MasterClass subscription tiers.

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Over the years, MasterClass has expanded into a broad learning platform that feels like part streaming service and part educational library. The catalog spans categories like food, film, music, wellness, sports and entrepreneurship, with lessons designed to be short and easy to follow. Since every plan includes access to the full course library, the choice mostly comes down to convenience. The Standard tier supports one device and doesn’t include offline mode, the Plus plan allows streaming on two devices with downloads, and the Premium tier increases that to six devices with offline access as well.

Classes are structured to be approachable whether you want to learn a new skill or just explore a topic out of curiosity. Lessons are broken into bite-sized segments, so it’s easy to watch one or two at a time on a commute or in the evening. Members also get access to a global community, occasional newsletters and the ability to switch between video and audio listening on supported classes.

If you’ve been considering trying MasterClass, this deal makes it a more affordable way to see if it works for you. A subscription can also double as a thoughtful gift, which is one reason it has appeared in Engadget’s roundup of the best subscription gifts to send to loved ones. With the current 50 percent discount applied across all tiers, it’s a relatively low-cost way to get access to a large library of professionally produced courses that you can watch at your own pace throughout the year.

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GeekWire Podcast in Fremont: Seahawks, AI, and Seattle’s future

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The crowd at Fremont Brewing for a live recording of the GeekWire Podcast. (GeekWire Photo / Curt Milton)

We took the GeekWire Podcast on the road this week, but not very far — recording the show in Seattle’s Fremont neighborhood, the “Center of the Universe,” just a few blocks from our own offices, with a lively crowd, great beer, and plenty to talk about in Seattle tech and beyond.

The special event at Fremont Brewing was presented by the Fremont Chamber of Commerce.

Fresh off the Seahawks’ Super Bowl victory, we debate different tech and business moguls as candidates for owning the Seahawks or Sonics — including unlikely but interesting-to-consider possibilities ranging from Jeff Bezos and Lauren Sanchez to Costco’s Jim Sinegal. (Who wouldn’t want $1.50 hot dogs and sodas at Lumen Field?) 

John Cook and Todd Bishop record the GeekWire Podcast at Fremont Brewing on Thursday. (GeekWire Photo / Curt Milton)

Then we dig into the debate over Seattle’s tech future, sparked by angel investor Charles Fitzgerald’s GeekWire column, “A warning to Seattle: Don’t become the next Cleveland,” which led to a response and ultimately a great conversation with Cleveland Mayor Justin Bibb.

Fremont Chamber Executive Director Pete Hanning joins us to talk about the neighborhood’s tech corridor, why Fremont is seeing some of the highest return-to-office rates on the West Coast, and how Fremont balances its quirky identity with serious business.

The Fremont Chamber’s Pete Hanning, left, talks with John Cook and Todd Bishop on the show. (GeekWire Photo / Curt Milton)

In the final segment, test your Seattle tech knowledge with our Fremont-themed tech trivia, plus audience Q&A, in which Todd comes clean about his relationship with Claude.

Subscribe to GeekWire in Apple Podcasts, Spotify, or wherever you listen.

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Audio edited by Curt Milton.

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Sudden Telnet Traffic Drop. Are Telcos Filtering Ports to Block Critical Vulnerability?

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An anonymous reader shared this report from the Register:


Telcos likely received advance warning about January’s critical Telnet vulnerability before its public disclosure, according to threat intelligence biz GreyNoise. Global Telnet traffic “fell off a cliff” on January 14, six days before security advisories for CVE-2026-24061 went public on January 20. The flaw, a decade-old bug in GNU InetUtils telnetd with a 9.8 CVSS score, allows trivial root access exploitation. GreyNoise data shows Telnet sessions dropped 65 percent within one hour on January 14, then 83 percent within two hours. Daily sessions fell from an average 914,000 (December 1 to January 14) to around 373,000, equating to a 59 percent decrease that persists today.

“That kind of step function — propagating within a single hour window — reads as a configuration change on routing infrastructure, not behavioral drift in scanning populations,” said GreyNoise’s Bob Rudis and “Orbie,” in a recent blog [post]. The researchers unverified theory is that infrastructure operators may have received information about the make-me-root flaw before advisories went to the masses…

18 operators, including BT, Cox Communications, and Vultr went from hundreds of thousands of Telnet sessions to zero by January 15… All of this points to one or more Tier 1 transit providers in North America implementing port 23 filtering. US residential ISP Telnet traffic dropped within the US maintenance window hours, and the same occurred at those relying on transatlantic or transpacific backbone routes, all while European peering was relatively unaffected, they added.

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Forget Amazon, Apple and Google, Homey is my smart home system of choice for power

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I used to be a big SmartThings user back in the day. Powered by its hub, it was the powerhouse of smart home automation, but since Samsung has moved away from the Classic app and the hub is now made by Aeotec, it has lost some of its more powerful features, such as WebCore for scripting.

I use Amazon Alexa for voice commands, as it’s the best voice assistant and has the widest range of devices, and I have been using Apple Home for Automations, as the devices I want to use are either compatible or can be added via HomeBridge.

As good as both platforms are (I particularly like the simplicity of Apple Home for quick device control), what’s missing is the power of the old SmartThings. That’s why I’m moving my automations to Homey.

A powerful system, with powerful scripting

One of the reasons I used SmartThings was an add-on called WebCORE. A powerful scripting language, WebCORE enabled more powerful things to happen. For example, I had a script that ran when my office door locked, automatically turning off the office lights and closing my blinds, but only turning on the garden lights after sunset and turning them off automatically after five minutes. In the darker months, this automation gave me an automatic way of lighting my path back to the house, without turning the garden lights on when not needed.

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When Samsung transitioned to the new SmartThings app, WebCORE stopped working. There is a cloud-based alternative called SharpTools, which works with SmartThings (plus Home Assistant, Homey and Habitat), but I’ve not got into it.

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With Apple Home it’s possible to do something similar to my old WebCORE automation, but it requires two Automations: one to check if the door is locked and one to check if it’s after sunset. That’s not horrible, but it does lead to Automation bloat and makes the app a bit more complicated.

Shortcuts are a way around this, with more powerful logic, but it’s a tad more complicated than I’d like to set up.

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With Homey, it’s possible to add multiple triggers to a Flow (Homey’s version of automations) with the Or and Else logic. Using this, I can have different outcomes depending on whether the office door has locked before or after sunset. That’s hugely powerful and, overall, makes it easier to keep track of automations without splitting them.

Homey is also far more powerful when it comes to triggers, with each device having multiple events to look out for that Apple Home doesn’t. Using Tado X, for example, my Apple Home has triggers that vary by device and, often, day. For example, in my kitchen, my Wireless Temperature Sensor X normally has an on/off trigger, but sometimes this changes so that the trigger is when the temperature is above or below a set value.

With Homey, all Tado X devices give me those triggers, plus humidity, plus when the target temperature changes, plus when the temperature changes. Simply put, Homey is far more granular in its approach to automation.

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Variables add more power

Homey also allows variables, which can be used for storing data, either to improve a Flow or just for information. I find it useful to help with my daughter who has epilepsy. It’s important to know when she woke up, and I can do this with Homey.

When she wakes up, she turns her light on (a Philips Hue light). Using Homey, I can watch for this action within set times, send a notification, and, as a useful backup, set a variable to the action time. No more guesswork, just plain simple information that’s useful to know.

Better app support and cheaper hardware

Getting the most out of Homey requires a Homey Pro hub, which gives you locally run apps and Flows, and directly connected devices via Zigbee, Z-Wave, Thread, 433MHz, Bluetooth, and Matter, plus cloud integrations.

The Homey Pro is an expensive bit of kit, but the Homey Pro Mini (review coming soon) slashes the cost to £199. You can run fewer apps on this device than on the regular Pro, but enough for most homes, and you lose Z-Wave, 433MHz, and Bluetooth (although a Homey Bridge adds these features if you need them). Again, losses that most homes are probably alright without.

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Since I first came across Homey, LG has invested in the company, and device support has dramatically improved. So, while I previously couldn’t control my Ring Alarm via Homey, a community-developed app now adds this functionality. Every major bit of smart home kit that I own is now supported, the last barrier to me moving to this platform for my main automation.

If you want powerful control in a sleek app with dedicated hardware to control everything, Homey is brilliant.

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Low-Cost Solid State Lidar Aims for ADAS Integration

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MicroVision, a solid-state sensor technology company located in Redmond, Wash., says it has designed a solid-state automotive lidar sensor intended to reach production pricing below US $200. That’s less than half of typical prices now, and it’s not even the full extent of the company’s ambition. The company says its longer-term goal is $100 per unit. MicroVision’s claim, which, if realized, would place lidar within reach of advanced driver-assistance systems (ADAS) rather than limiting it to high-end autonomous vehicle programs. Lidar’s limited market penetration comes down to one issue: cost.

Comparable mechanical lidars from multiple suppliers now sell in the $10,000 to $20,000 range. That price roughly tenfold drop, from about $80,000, helps explain why suppliers now are now hopeful that another steep price reduction is on the horizon.

For solid-state devices, “it is feasible to bring the cost down even more when manufacturing at high volume,” says Hayder Radha, a professor of electrical and computer engineering at Michigan State University and director of the school’s Connected & Autonomous Networked Vehicles for Active Safety program. With demand expanding beyond fully autonomous vehicles into driver-assistance applications, “one order or even two orders of magnitude reduction in cost are feasible.”

“We are focused on delivering automotive-grade lidar that can actually be deployed at scale,” says MicroVision CEO Glen DeVos. “That means designing for cost, manufacturability, and integration from the start—not treating price as an afterthought.”

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MicroVision’s Lidar System

Tesla CEO Elon Musk famously dismissed lidar in 2019 as “a fool’s errand,” arguing that cameras and radar alone were sufficient for automated driving. A credible path to sub-$200 pricing would fundamentally alter the calculus of autonomous-car design by lowering the cost of adding precise three-dimensional sensing to mainstream vehicles. The shift reflects a broader industry trend toward solid-state lidar designs optimized for low-cost, high-volume manufacturing rather than maximum range or resolution.

Before those economics can be evaluated, however, it’s important to understand what MicroVision is proposing to build.

The company’s Movia S is a solid-state lidar. Mounted at the corners of a vehicle, the sensor sends out 905-nanometer-wavelength laser pulses and measures how long it takes for light reflected from the surfaces of nearby objects to return. The arrangement of the beam emitters and receivers provides a fixed field of view designed for 180-degree horizontal coverage rather than full 360-degree scanning typical of traditional mechanical units. The company says the unit can detect objects at distances of up to roughly 200 meters under favorable weather conditions—compared with the roughly 300-meter radius scanned by mechanical systems—and supports frame rates suitable for real-time perception in driver-assistance systems. Earlier mechanical lidars, used spinning components to steer their beams but the Movia S is a phased-arraysystem. It controls the amplitude and phase of the signals across an array of antenna elements to steer the beam. The unit is designed to meet automotive requirements for vibration tolerance, temperature range, and environmental sealing.

MicroVision’s pricing targets might sound aggressive, but they are not without precedent. The lidar industry has already experienced one major cost reset over the past decade.

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“Automakers are not buying a single sensor in isolation… They are designing a perception system, and cost only matters if the system as a whole is viable.” –Glen DeVos, MicroVision

Around 2016 and 2017, mechanical lidar systems used in early autonomous driving research often sold for close to $100,000. Those units relied on spinning assemblies to sweep laser beams across a full 360 degrees, which made them expensive to build and difficult to ruggedize for consumer vehicles.

“Back then, a 64-beam Velodyne lidar cost around $80,000,” says Radha.

Comparable mechanical lidars from multiple suppliers now sell in the $10,000 to $20,000 range. That roughly tenfold drop helps explain why suppliers now believe another steep price reduction is possible.

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“For solid-state devices, it is feasible to bring the cost down even more when manufacturing at high volume,” Radha says. With demand expanding beyond fully autonomous vehicles into driver-assistance applications, “one order or even two orders of magnitude reduction in cost are feasible.”

Solid-State Lidar Design Challenges

Lower cost, however, does not come for free. The same design choices that enable solid-state lidar to scale also introduce new constraints.

“Unlike mechanical lidars, which provide full 360-degree coverage, solid-state lidars tend to have a much smaller field of view,” Radha says. Many cover 180 degrees or less.

That limitation shifts the burden from the sensor to the system. Automakers will need to deploy three or four solid-state lidars around a vehicle to achieve full coverage. Even so, Radha notes, the total cost can still undercut that of a single mechanical unit.

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What changes is integration. Multiple sensors must be aligned, calibrated, and synchronized so their data can be fused accurately. The engineering is manageable, but it adds complexity that price targets alone do not capture.

DeVos says MicroVision’s design choices reflect that reality. “Automakers are not buying a single sensor in isolation,” he says. “They are designing a perception system, and cost only matters if the system as a whole is viable.”

Those system-level tradeoffs help explain where low-cost lidar is most likely to appear first.

Most advanced driver assistance systems today rely on cameras and radar, which are significantly cheaper than lidar. Cameras provide dense visual information, while radar offers reliable range and velocity data, particularly in poor weather. Radha estimates that lidar remains roughly an order of magnitude more expensive than automotive radar.

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But at prices in the $100 to $200 range, that gap narrows enough to change design decisions.

“At that point, lidar becomes appealing because of its superior capability in precise 3D detection and tracking,” Radha says.

Rather than replacing existing sensors, lower-cost lidar would likely augment them, adding redundancy and improving performance in complex environments that are challenging for electronic perception systems. That incremental improvement aligns more closely with how ADAS features are deployed today than with the leap to full vehicle autonomy.

MicroVision is not alone in pursuing solid-state lidar, and several suppliers including Chinese firms Hesai and RoboSense and other major suppliers such as Luminar and Velodyne have announced long-term cost targets below $500. What distinguishes current claims is the explicit focus on sub-$200 pricing tied to production volume rather than future prototypes or limited pilot runs.

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Some competitors continue to prioritize long-range performance for autonomous vehicles, which pushes cost upward. Others have avoided aggressive pricing claims until they secure firm production commitments from automakers.

That caution reflects a structural challenge: Reaching consumer-level pricing requires large, predictable demand. Without it, few suppliers can justify the manufacturing investments needed to achieve true economies of scale.

Evaluating Lidar Performance Metrics

Even if low-cost lidar becomes manufacturable, another question remains: How should its performance be judged?

From a systems-engineering perspective, Radha says cost milestones often overshadow safety metrics.

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“The key objective of ADAS and autonomous systems is improving safety,” he says. Yet there is no universally adopted metric that directly expresses safety gains from a given sensor configuration.

Researchers instead rely on perception benchmarks such as mean Average Precision, or mAP, which measures how accurately a system detects and tracks objects in its environment. Including such metrics alongside cost targets, says Radha, would clarify what performance is preserved or sacrificed as prices fall.

IEEE Spectrum has covered lidar extensively, often focusing on technical advances in scanning, range, and resolution. What distinguishes the current moment is the renewed focus on economics rather than raw capability

If solid-state lidar can reliably reach sub-$200 pricing, it will not invalidate Elon Musk’s skepticism—but it will weaken one of its strongest foundations. When cost stops being the dominant objection, automakers will have to decide whether leaving lidar out is a technical judgment or a strategic one.

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That decision, more than any single price claim, may determine whether lidar finally becomes a routine component of vehicle safety systems.

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Judge Accuses DOJ Of Telling Court To “Pound Sand,” In Case Over Venezuelans Sent To Salvadoran Concentration Camp

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from the they’ll-keep-doing-that-until-there-are-real-consequences dept

Judge Boasberg got his vindication in the frivolous “complaint” the DOJ filed against him, and now he’s calling out the DOJ’s bullshit in the long-running case that caused them to file the complaint against him in the first place: the JGG v. Trump case regarding the group of Venezuelans the US government shipped off to CECOT, the notorious Salvadoran concentration camp.

Boasberg, who until last year was generally seen as a fairly generic “law and order” type judge who was extremely deferential to any “national security” claims from the DOJ (John Roberts had him lead the FISA Court, for goodness’ sake!), has clearly had enough of this DOJ and the games they’ve been playing in his court.

In a short but quite incredible ruling, he calls out the DOJ for deciding to effectively ignore the case while telling the court to “pound sand.”

On December 22, 2025, this Court issued a Memorandum Opinion finding that the Government had denied due process to a class of Venezuelans it deported to El Salvador last March in defiance of this Court’s Order. See J.G.G. v. Trump, 2025 WL 3706685, at *19 (D.D.C. Dec. 22, 2025). The Court offered the Government the opportunity to propose steps that would facilitate hearings for the class members on their habeas corpus claims so that they could “challenge their designations under the [Alien Enemies Act] and the validity of the [President’s] Proclamation.” Id. Apparently not interested in participating in this process, the Government’s responses essentially told the Court to pound sand.

From a former FISC judge—someone who spent years giving national security claims every benefit of the doubt—”pound sand” is practically a primal scream.

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Due to this, he orders the government to work to “facilitate the return” of these people it illegally shipped to a foreign concentration camp (that is, assuming any of them actually want to come back).

Believing that other courses would be both more productive and in line with the Supreme Court’s requirements outlined in Noem v. Abrego Garcia, 145 S. Ct. 1017 (2025), the Court will now order the Government to facilitate the return from third countries of those Plaintiffs who so desire. It will also permit other Plaintiffs to file their habeas supplements from abroad.

Boasberg references the Donald Trump-led invasion of Venezuela and the unsettled situation there for many of the plaintiffs. He points out that the lawyers for the plaintiffs have been thoughtful and cautious in how they approach this case. That is in contrast to the US government.

Plaintiffs’ prudent approach has not been replicated by their Government counterparts. Although the Supreme Court in Abrego Garcia upheld Judge Paula Xinis’s order directing the Government “to facilitate and effectuate the return of” that deportee, see 145 S. Ct. at 1018, Defendants at every turn have objected to Plaintiffs’ legitimate proposals without offering a single option for remedying the injury that they inflicted upon the deportees or fulfilling their duty as articulated by the Supreme Court.

Boasberg points to the Supreme Court’s ruling regarding Kilmar Abrego Garcia, saying that it’s ridiculous that the DOJ is pretending that case doesn’t exist or doesn’t say what it says. Then he points out that the DOJ keeps “flagrantly” disobeying courts.

Against this backdrop, and mindful of the flagrancy of the Government’s violations of the deportees’ due-process rights that landed Plaintiffs in this situation, the Court refuses to let them languish in the solution-less mire Defendants propose. The Court will thus order Defendants to take several discrete actions that will begin the remedial process for at least some Plaintiffs, as the Supreme Court has required in similar circumstances. It does so while treading lightly, as it must, in the area of foreign affairs. See Abrego Garcia, 145 S. Ct. at 1018 (recognizing “deference owed to the Executive Branch in the conduct of foreign affairs”)

Even given all this, the specific remedy is not one that many of the plaintiffs are likely to accept: he orders that the US government facilitate the return of any of those who want it among those… not in Venezuela. But, since most of them were eventually released from CECOT into Venezuela, that may mean that this ruling doesn’t really apply to many men. On top of that Boasberg points out that anyone who does qualify and takes up the offer will likely be detained by immigration officials upon getting here. But, if they want, the US government has to pay for their plane flights back to the US. And, in theory, the plaintiffs should then be given the due process they were denied last year.

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Plaintiffs also request that such boarding letter include Government payment of the cost of the air travel. Given that the Court has already found that their removal was unlawful — as opposed to the situation contemplated by the cited Directive, which notes that “[f]acilitating an alien’s return does not necessarily include funding the alien’s travel,” Directive 11061.1, ¶ 3.1 (emphasis added) — the Court deems that a reasonable request. It is unclear why Plaintiffs should bear the financial cost of their return in such an instance. See Ms. L. v. U.S. Immig. & Customs Enf’t (“ICE”), 2026 WL 313340, at *4 (S.D. Cal. Feb. 5, 2026) (requiring Government to “bear the expense of returning these family units to the United States” given that “[e]ach of the removals was unlawful, and absent the removals, these families would still be in the United States”). It is worth emphasizing that this situation would never have arisen had the Government simply afforded Plaintiffs their constitutional rights before initially deporting them.

I’m guessing not many are eager to re-enter the US and face deportation again. Of course, many of these people left Venezuela for the US in the first place for a reason, so perhaps some will take their chances on coming back. Even against a very vindictive US government.

The frustrating coda here is the lack of any real consequences for DOJ officials who treated this entire proceeding as a joke—declining to seriously participate and essentially daring the court to do something about it. Boasberg could have ordered sanctions. He didn’t. And that’s probably fine with this DOJ, which has learned that contempt for the courts carries no real cost.

Unfortunately, that may be the real story here. Judge gets fed up, once again, with a DOJ that thumbs its nose at the court, says extraordinary things in a ruling that calls out the DOJ’s behavior… but does little that will lead to actual accountability for those involved, beyond having them “lose” the case. We’ve seen a lot of this, and it’s only going to continue until judges figure out how to impose real consequences for DOJ lawyers for treating the court with literal contempt.

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Filed Under: cecot, donald trump, due process, el salvador, james boasberg, pam bondi, pound sand, trump administration, venezuela

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Best Alternatives to Google’s Android Operating System (2026), Tested and Reviewed

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Want Google out of your life? It’s pretty easy to find alternative search, email, and photo storage providers, but it’s much harder to come up with a mobile operating system that’s free of Google. The obvious answer is an iPhone, but if you want Google out of your life, you probably don’t want to immediately replace it with Apple. While a little better from a privacy standpoint, Apple is still not great.

Fear not, privacy-conscious WIRED reader, there are alternatives to Android. Technically speaking, most alternative mobile operating systems are based on Android, not alternatives to it, but these various projects all remove Google and Google-related services (to varying degrees) from the system. Typically that means all the Google services are stripped out and replaced with some alternative code (usually the micro g project), which is then sandboxed in some way to isolate it and restrict what it has access to. The result is a phone that is less dependent on Google, pries less into your privacy, and sometimes might offer a more secure experience. However, at their core, these are all still based on Android.

If you want a true alternative to Android, there are a few. I am sorry to say, free software fans, the best and most functional alternative to Android is still iOS. Most people looking for Android alternatives are not, however, looking to switch to an Apple device. There are a couple of Linux-based phone systems out there, most notably SailfishOS, which can run Android apps (I will be testing this next), but in my testing, none of the Linux-based operating systems are ready to be your everyday device.

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Why De-Google Your Phone?

First off, you don’t have to remove Google. There are plenty of people happily running Google Services on LineageOS just because they want to tinker with the system and expand the capabilities of their phones. That’s a fine reason to dive into the world of Android alternatives.

Still, you don’t have to have a nice tinfoil hat to know that Google’s privacy record is laughable. De-Googling your phone is a way of enjoying the convenience of having a smartphone without sharing everything you do with Google and every app that takes advantage of its APIs. Should you be able to participate in the technological world without trading your privacy to do so? I think so, and that’s why I’ve used an Android alternative, GrapheneOS, for more than five years.

What Is the Android Open Source Project?

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Google’s Android mobile operating system is open source, which means anyone can, in theory, build their own mobile operating system based on the Android Open Source Project (AOSP). The AOSP just provides a base, though. There is much more to a mobile operating system than just the underlying code.

Android’s operating system may be open source, but it runs device-specific drivers and Google’s various Play Services application programming interfaces (APIs) with a suite of built-in apps for basic functionality. All of this stuff is another layer atop the Android operating system, and it’s this layer that’s very difficult for other projects to reproduce. It’s not hard for projects to get the AOSP code running, but it’s difficult to create a great mobile user experience on top, which is why the list of good de-Googled Android alternatives is short.

What Is the Bootloader and Why Is It Locked?

The bootloader is a piece of code that allows you to change which software boots up on your phone. The manufacturer of your phone puts a cryptographic key on the phone, the public read-only key. When an update is released, the manufacturer signs the update, and when the phone gets the update, it checks to make sure the signature matches the key. If it does, it applies the update, and if it doesn’t match it doesn’t. This is basic security and protects your device, but it also prevents you from loading another operating system, so one of the first things you’ll do when installing one of these de-Googled operating systems is unlock the bootloader.

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Then you install the OS you want to install and then … you probably don’t relock the bootloader because most of the time that won’t work. This is why Pixel phones are popular with people who like to tinker and customize, because you can relock the bootloader on Pixels (and a handful of others), but by and large most people using alternative OSes just live with an unlocked bootloader. It’s not ideal, it’s a security vulnerability, but there’s also not a good solution aside from saying, get a Pixel.

Apple’s iOS does offer more privacy features than stock Android. In my experience, it’s a fine operating system, but it is still very tightly coupled to Apple. Sure, you can avoid iCloud, run your own syncing software, and not use Apple’s various tools, but to do that you’ll be fighting the phone every step of the way. If iOS works for you, that’s great, but for a lot of us, a de-Googled Android phone is just easier to use and more convenient.

Best Preinstalled Phone: Fairphone 6 With /e/OS

  • Photograph: Scott Gilbertson

  • Photograph: Scott Gilbertson

Fairphone

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Fairphone (6th Gen, /e/OS)

The best de-Googled phone experience for most people is going to be Murena’s /e/OS version of the Fairphone 6. Not only does it offer the full /e/OS experience out of the box, with a strong focus on privacy and blocking apps from tracking you, but the Fairphone hardware is repairable, the battery replaceable, and the bootloader is locked. The catch, if you’re in the United States, is that the Fairphone 6 only works with T-Mobile and its MVNOs. Somewhat ironically, it worked great on GoogleFi when editor Julian Chokkattu tested it last year. I tested it using T-Mobile’s prepaid plan, as well as RedPocket’s T-Mobile-based service, and had no issues with either.

The Fairphone 6 gets even better when you put /e/OS on it. Thanks to the privacy-first design of /e/OS, apps no longer track you, but they do still work 99 percent of the time, which is often not the case with some apps on alternate OSes (looking at you, banking apps).

The core of the privacy features in /e/OS revolve around the Advanced Privacy app and widget. Here you can block (or chose to allow) in-app trackers, and there are other features such as hiding your IP address or geolocation when you feel like it. The IP and geo-spoofing are nice for limited-use cases, but the main privacy feature for most of us is the ability to block trackers in apps—and it turns out there are a lot of those.

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Murena also ships /e/OS with a very nice custom app store, the App Lounge. It’s similar to the Play Store, but with extras like privacy information about each app. Under each listing in the App Lounge you’ll see a grade from 1 to 10, where 1 is horrible for privacy and 10 generally means no trackers. The App Lounge also grades apps according to which permissions they require. The fewer permissions (like access to your photos or geodata), the higher the rating.

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