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Is Local AI the Unexpected Fix to the Obsolescence of Robot Vacuums?

During a presentation at IFA 2025, Deebot parent company Ecovacs (full disclosure: travel and lodging were paid by Ecovacs, but Gizmodo did not guarantee any coverage as a condition of accepting the trip) said repeatedly that its new X11 OmniCyclone robot vacuum‘s AI smarts are all on-device. Or the bulk of them are, anyway. I returned to the booth later and spoke with a couple of the company’s representatives to try to figure out exactly how divorced from the cloud the Deebot X11 OmniCyclone tr

This Robot Vacuum Has 4WD and Fast Charging Like An Electric SUV. Here’s Why It Matters

Most robot vacuums have two wheels in the back that are directly powered, though they may still have front roller that allows them to move smoothly. This works fine for most people’s homes but if, like me, you have a lot of dramatic thresholds that measure an inch or more, you’ll find your robot cleaner getting stuck a lot. Ecovac’s new Deebot X11 Pro Omnicyclone (X11 Pro Omni), showcased at IFA 2025, is designed to tackle this problem by giving it four-wheel drive and the ability to climb thres

This New Ecovacs Robot Vac Uses AI for Something Useful, but It Doesn’t Come Cheap

AI is in seemingly every new technology product at IFA 2025. Just look at the Ecovacs Deebot X11 OmniCyclone, a new Matter-compatible robot vacuum that uses AI to automatically adjust its cleaning schedule to suit you. The cleaning bot also has more robotics packed into it, with a sticky-outy bit for better edge cleaning, and it can climb low transitions. And it’s available in the U.S. today for a collar-tugging $1,499.99 ($1,299.99 if you buy it in the next 10 days as of this writing). Ecovacs

GaN fast charging is now coming to your…robot vacuum cleaner?

TL;DR ECOVACS has launched the DEEBOT X11 at IFA 2025, featuring GaN fast charging technology for reduced downtime. It has an improved mopping system, a new climbing system, and an on-device AI assistant. This new robot vacuum cleaner is available for $1,499.99 from Amazon and other retailers. A high-quality, top-tier robot vacuum cleaner is one of the best upgrades you can make to your house. It dramatically simplifies cleaning routines while saving you a lot of time and effort. But not ever

Ecovacs claims its fast-charging robovac can clean nonstop

is a news writer who covers the streaming wars, consumer tech, crypto, social media, and much more. Previously, she was a writer and editor at MUO. Posts from this author will be added to your daily email digest and your homepage feed. Ecovacs’ latest mopping robovac may not need to take charging breaks while cleaning your home. The company says its new Deebot X11 Omnicyclone uses GaN-enabled fast charging to power up every time it returns to its base station for mop rinses, allowing it to kee

The X11 Security extension from the 1990s

blog - git - desktop - images - contact The X11 SECURITY extension from the 1990ies It's widely known that X11 has a problem with, for example, keyloggers. The issue is not that keyloggers are possible through security holes -- but keyloggers are trivial on X11, as they are part of normal operation and don't require exploits. It is one of the reasons why people push for Wayland. I recently came across the X11 SECURITY extension, which is part of a normal X.Org installation. Quick overview of

The X11 SECURITY extension from the 1990ies

blog - git - desktop - images - contact The X11 SECURITY extension from the 1990ies It's widely known that X11 has a problem with, for example, keyloggers. The issue is not that keyloggers are possible through security holes -- but keyloggers are trivial on X11, as they are part of normal operation and don't require exploits. It is one of the reasons why people push for Wayland. I recently came across the X11 SECURITY extension, which is part of a normal X.Org installation. Quick overview of

Classic Common Desktop Environment coming to OpenBSD

Contributed by Peter N. M. Hansteen on 2025-07-30 from the classic come-on dept. CDE Much longed for by some, remembered as a quaint memory by other greybeards, the classic Common Desktop Environment ) is being added to the ports collection. The initial commit message reads, List: openbsd-ports-cvs Subject: CVS: cvs.openbsd.org: ports From: Antoine Jacoutot <ajacoutot () cvs ! openbsd ! org> Date: 2025-07-28 12:35:38 CVSROOT: /cvs Module name: ports Changes by: [email protected] 2025

Topics: cde cvs patches ports x11

Running PostmarketOS on Android Termux proot without a custom ROM (2024)

閱讀中文版 Running postmarketOS and Phosh on Android phone without rooting or flashing a custom ROM. I’ve taken the unofficial and weird approach of running postmarketOS on Termux Proot, so that we can run mobile Linux on Android. A video demonstration. Phosh + postmarketOS runs on Sony Xperia 10 V Android 14. Why do I do this? To explore the possibilities of running mobile Linux on an Android phone. And we needed a desktop environment designed for touchscreens. It’s my personal wish to run mobi

Running PostmarketOS on Android Termux proot without flashing a custom ROM

閱讀中文版 Running postmarketOS and Phosh on Android phone without rooting or flashing a custom ROM. I’ve taken the unofficial and weird approach of running postmarketOS on Termux Proot, so that we can run mobile Linux on Android. A video demonstration. Phosh + postmarketOS runs on Sony Xperia 10 V Android 14. Why do I do this? To explore the possibilities of running mobile Linux on an Android phone. And we needed a desktop environment designed for touchscreens. It’s my personal wish to run mobi

X11's dying days mean you'll be forced to switch to Wayland

CorDesign / Getty Images Wayland is the Linux display server that has been in the slow, steady process of taking over X11 to deliver a more modern, robust, and secure GUI for Linux. Wayland offers better performance, better handling of complex GUIs, and even vastly improved security. Although Wayland has been around for quite some time, the problem has been that Linux distributions and desktops have been slow to change from the long-in-the-tooth X11. That changes now because one of the most p

My A11y Journey

23 years ago I was in a bad place. I'd quit my first attempt at a PhD for various reasons that were, with hindsight, bad, and I was suddenly entirely aimless. I lucked into picking up a sysadmin role back at TCM where I'd spent a summer a year before, but that's not really what I wanted in my life. And then Hanna mentioned that her PhD supervisor was looking for someone familiar with Linux to work on making Dasher , one of the group's research projects, more usable on Linux. I jumped.The timing

My A11 Journey

23 years ago I was in a bad place. I'd quit my first attempt at a PhD for various reasons that were, with hindsight, bad, and I was suddenly entirely aimless. I lucked into picking up a sysadmin role back at TCM where I'd spent a summer a year before, but that's not really what I wanted in my life. And then Hanna mentioned that her PhD supervisor was looking for someone familiar with Linux to work on making Dasher , one of the group's research projects, more usable on Linux. I jumped.The timing