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I let my robot vacuum run for 10 days unattended - and the results surprised me

Narwal Freo Pro ZDNET's key takeaways The Narwal Freo Pro is now available for $500 (a $300 discount). Construction is optimized to prevent blockage and hair tangles, with a conical brush on a single floating arm and a hair-loosening side brush. The dust bag didn't last me the claimed seven weeks, and the robot's object detection leaves a lot to be desired $499.99 at Amazon Follow ZDNET: Add us as a preferred source on Google. A recent trip took me and my family out of town for 10 days. I li

An LLM is a lossy encyclopedia

Since I love collecting questionable analogies for LLMs, here's a new one I just came up with: an LLM is a lossy encyclopedia. They have a huge array of facts compressed into them but that compression is lossy (see also Ted Chiang). The key thing is to develop an intuition for questions it can usefully answer vs questions that are at a level of detail where the lossiness matters. This thought sparked by a comment on Hacker News asking why an LLM couldn't "Create a boilerplate Zephyr project sk

Tesla-Killer Lucid Denies Stock Split Is a Delisting Maneuver

Beleaguered electric vehicle company Lucid Motors (LCID) said this week that its reverse stock split, which will consolidate shares to meet NASDAQ’s $1 minimum trading price, is not a move to avoid being delisted. As of Friday, Lucid’s share price was down over 96% from its all-time high of $64.86, reached in February 2021. Its stock has dropped 48% since this time last year and 31% in 2025. One analyst changed their price target as much as 30% after the split was announced. “LCID’s 2Q25 reven

Vibe coding as a VC

Those vacations were the most intense I’ve had in a while. Time off is always the chance to focus on building knowledge or skills, whether for personal enjoyment or for work. And this summer break was the perfect moment to disconnect from the hectic daily routine, the endless flow of emails and back-to-back meetings, and dive into introspection. Walk the Talk Our job is to look for AI-native companies (post-LLM startups), because we believe they are a different breed, born in a different world

Topics: ai claude code data time

Stolen luggage at LAX recovered thanks to Apple AirTag

An Apple AirTag helped a West Hollywood man recover his stolen suitcase after landing at Los Angeles International Airport last week. Here’s what happened. The stolen luggage ended up at an abandoned building As reported by NCB Los Angeles (via MacMagazine), Daniel Scott had just landed from Salt Lake City and, after waiting on two different baggage carousels for a while, decided to check the Find My app. Scott had placed an AirTag in his suitcase, and the app clearly showed his luggage on th

Detecting and countering misuse of AI

We’ve developed sophisticated safety and security measures to prevent the misuse of our AI models. But cybercriminals and other malicious actors are actively attempting to find ways around them. Today, we’re releasing a report that details how. Our Threat Intelligence report discusses several recent examples of Claude being misused, including a large-scale extortion operation using Claude Code, a fraudulent employment scheme from North Korea, and the sale of AI-generated ransomware by a cybercr

The Tragic End of Natalia Nagovitsyna's Ordeal on Pobeda Peak

Although the fate of Russian climber Natalia Nagovitsyna, stranded at 7,150m on Kyrgyzstan’s Pobeda Peak since August 12, has been obvious for several days, the last wisps of hope ended today. A few hours ago, a military drone captured thermal imaging footage of Nagovitsyna’s tent on Pobeda Peak. The images, published on the official website of the State Committee for National Security of Kyrgyzstan (GKNB), revealed no signs of life in her tent. After more than two weeks, Kyrgyz authorities hav

Personal Safety is the latest Google app with a messed-up clock

Hadlee Simons / Android Authority TL;DR Personal Safety is rolling out an update that implements a new color scheme. While the app still doesn’t use your system palette, it does improve readability. Google has managed to mess up clock rendering, though, with the time fitting poorly on the screen. Developers like Google are constantly trying out new looks for their apps, and not everyone’s going to be a fan of every change. But even if we prefer one layout over another, or thought an old work

Topics: app clock google new ui

The 28 best Labor Day deals you still can grab for $100 or less

Labor Day has finally arrived, and after a week of early discounts trickling in, the sales are now in full swing. We’ve put together an expansive guide detailing nearly 100 deals we think are worth the money — including everything from big-screen OLED TVs to back-to-school essentials like the latest MacBook Air — but we also recognize that spending a couple a hundred dollars on a new gadget isn’t always feasible in these inflationary, tariff-riddled times. Fortunately for those on a budget, the

Circle to Search could be adding new Translate options (APK teardown)

Rita El Khoury / Android Authority TL;DR Our teardown of the latest Google app beta reveals that Google is testing more changes to the Circle to Search UI. The Translate shortcut following a selection may move to a more prominent spot. A new “Change selection” button would appear in the same section after you’ve searched. Circle to Search has quickly become one of Google’s most recognizable features, offering a simple way to look up anything on your screen with a quick gesture. Since launchi

iPhone 17 Pro: Apple’s rumored not-so-clear case design shown in video

Yesterday, leaker Majin Bu revealed that Apple’s iPhone 17 Pro Clear Case may not be so clear after all. A second source has now backed the claim. Sonny Dickson shared a video on social media that shows someone handling what is likely a knockoff case based on Apple’s iPhone 17 Pro Clear Case design. You’ve probably already seen the new iPhone 17 clear case, but here’s another look at it. Would you prefer an all-clear version? pic.twitter.com/jsCPankDkx — Sonny Dickson (@SonnyDickson) September

Amazon disrupts Russian APT29 hackers targeting Microsoft 365

Researchers have disrupted an operation attributed to the Russian state-sponsored threat group Midnight Blizzard, which sought access to Microsoft 365 accounts and data. Also known as APT29, the hacker group compromised websites in a watering hole campaign to redirect selected targets "to malicious infrastructure designed to trick users into authorizing attacker-controlled devices through Microsoft’s device code authentication flow." The Midnight Blizzard threat actor has been linked to Russia

India's billion-dollar e-waste empire

In the dead of a cold December night in 2023, at a dump near Delhi, hundreds of men huddled around small bonfires, clutching paper cups of tea. They tossed plastic bags into the flames as they waited for a fleet of trucks to arrive. The trucks rolled in one by one, full of electronic marvels now reduced to e-waste: Nokia, Itel, and Samsung smartphones; Sony and LG LCD screens; Tata air conditioners; Canon and Epson printers. As the trailer gates opened at the back of one truck, Rashid Khan and

Dyson Labor Day sale: Get $500 off the 360 Vis Nav robot vacuum

Labor Day sales might have just what you're looking for in the home cleaning department. Dyson is having a big sale for the holiday that discounts vacuums, hair care devices and more by up to $500. One of the best discounts is on the 360 Vis Nav robot vacuum, which is 50 percent off and down to $500. That's a seriously great deal and the lowest price we've seen for this product. The Vis Nav made our list of the best robot vacuums, primarily based on the unit's superior suction power. This thing

Anthropic is testing GPT Codex-like Claude Code web app

Anthropic is planning to bring the famous Claude Code to the web, and it might be similar to ChatGPT Codex, but you'll need GitHub to get started. For those unaware, Claude Code, which works with paid plans, is an AI-powered coding assistant that runs inside your terminal. It is primarily designed for developers, and it can understand the entire codebase of your app. Claude code in Windows Terminal Source: BleepingComputer With Claude Code, you can fix bugs, test new features, simplify Git o

My Trip Through Netflix's Zodiac Hub Landed Me on a Hidden-Gem Series

Earlier this week, I received an email from the communications team at Netflix announcing the debut of a new astrology hub on the streaming platform. According to the release, these curated playlists include show and movie recommendations that "reflect the character traits and themes most associated with that sign." They don't include this week's horoscope. At least for now. Lots of people feel strongly about their zodiac sign and how it affects their lives. While I don't normally give much tho

iPhone 17 Pro Clear Case may feature redesign and possibly tinted options

Apple will unveil the iPhone 17 lineup in just a few days. Before that happens, leaker Majin Bu has provided new details about a third case option from Apple with some unexpected changes. Leaker Majin Bu has been on a roll with reporting on what to expect when it comes to Apple’s iPhone 17 case options. From silicone cases with lanyard holes to a new TechWoven premium material and a Crossbody Strap attachment, we have a decent idea of what to expect from Apple’s newest accessory offerings. The

Topics: apple bu case clear majin

Use One Big Server (2022)

A lot of ink is spent on the "monoliths vs. microservices" debate, but the real issue behind this debate is about whether distributed system architecture is worth the developer time and cost overheads. By thinking about the real operational considerations of our systems, we can get some insight into whether we actually need distributed systems for most things. We have all gotten so familiar with virtualization and abstractions between our software and the servers that run it. These days, "serve

Woman Goes to Get Brazilian Wax, Alarmed to Notice Waxer Is Wearing Meta’s Video Recording Glasses

Advocates have long contended that so-called "smart glasses," which when activated record whatever the wearer sees, pose serious privacy risks. There was a sharp outcry when Google debuted Project Glass more than a decade ago, and now with Meta's Ray-Ban AI glasses, a new generation is finding out the hard way just how creepy these surveillance wearables can be. In a recent viral TikTok video, influencer Aniessa Navarro said that she was in the middle of a Brazilian wax — which involves remova

MasterClass Labor Day sale: Get 50 percent off subscriptions

If you want to brush up on some skills or learn new ones, MasterClass offers a good way to do just that. The streaming service has hundreds of classes taught by professionals and experts in their fields, and now you can get a subscription for 50 percent less than usual. All MasterClass membership tiers are on sale right now, so you can sign up for as low as $5 per month. With a subscription, you could watch a class on writing taught by James Patterson, or learn cooking techniques from Thomas Ke

Family of MSFT employee who died warn tech companies not to overwork workers

BY BRADEN CARTWRIGHT Daily Post Staff Writer Relatives of a man who died at Microsoft’s office in Mountain View are calling on tech companies to stop pressuring their employees to overwork themselves. Pratik Pandey, 35, of Menlo Park, was found face down around 2 a.m. on Aug. 20 at 1045 La Avenida Ave. Pandey had told his roommate and colleagues that he was under a lot of stress, juggling multiple projects at the same time, community leader Satish Chandra said in an interview Thursday. The

This Threshold-Climbing Robot Vacuum Overcame Every Obstacle in My Home and It's $440 Off for Labor Day

Labor Day deal: It's still Labor Day weekend, which means Amazon and other retailers have dropped their prices on all kinds of items from tech to mattresses, including the one of the top rated robot vacuums on the market. Right now the Dreame X50 Ultra is $440 off the regular price at Dreame, which brings the price down to $1,260. New customers can also save an additional 10% by entering their emails. If you prefer to do your shopping on Amazon, the Dreame X50 Ultra is currently $400 off there,

How to Clean a TV Screen or Computer Monitor

We've all been there: You moved your TV or computer monitor with bare hands and got it all greasy, or you splashed a bit of liquid on it in sports- or video-game-fueled excitement. How do you clean your screen? Read our guide below for pro tips. Interested in other screen-related information? Be sure to check out our list of the Best TVs, Best OLEDS, Best Cheap TVs, and How To Buy a TV. Interested in computer monitors? We have a guide to the Best Computer Monitors too. As usual, all our latest

Multi-Timer Gizmo

Menu Multi-Timer Gizmo My friend, Dave Gauer, built a “multitimer” back in 2021. It is a small desktop gizmo for keeping track of time spent on rapidly switching tasks. One pushes a button and time starts accumulating on that button’s timer. Dave’s multi-timer is based on a RaspberryPi Pico — fancy micro-computer stuff. In fact, his unit has three distinct microcontrollers in it: the keypad and LCD each have their own! Did an academic already do this? Thinking about Dave’s multi-timer, I was

Terminal sessions you can bookmark

Zellij is a terminal workspace and multiplexer. One of the unique traits of terminal multiplexers is their ability to keep sessions alive in the background without a terminal attached to them. In the recent Zellij version we released a built-in web client, allowing users to attach to these sessions from the browser - essentially making a dedicated terminal application optional. In this post we’re going to take a look at how we built the Zellij Web Terminal: which technologies we used, how we ar

Bitwig Studio 6 details revealed, and editing gets a big boost

We get it. After years of DAWs leapfrogging in similar directions, the new generation of music tools made it easier to start projects, get inspiration, and improvise. But sometimes they played catchup on editing and automation. Bitwig Studio 6’s details are here, and it feels like editing automation, clips, and more are looking as fresh as those other tools, all in an updated UI. The beta is out now. Beta testing is free now if you’re ready to give this a look. You’ll need an active Upgrade Pla

Building a Jeopardy Game for Laravel Live Denmark

August 27, 2025 By Mathias Hansen A crazy idea that turned into a fun mashup of software and hardware...and all of it with Laravel As a co-organizer and the MC of Laravel Live Denmark, I was tasked with helping to come up with an idea for entertainment during the conference. Entertaining on stage gets me pretty excited. Inspired by PHP Jeopardy, we decided to give Laravel Jeopardy a go this year. But this wasn't going to be just Jeopardy. I decided to go a little bit wild and build an enti

The Default Trap: Why Anthropic's Data Policy Change Matters

Read the terms of service. Don’t make assumptions. Don’t pick defaults. Yesterday, Anthropic quietly flipped a switch. If you're a Claude user, your conversations are now training data unless you actively say no. Not when you give feedback. Not when you explicitly consent. By default, from day one. Here's what changed: Previously, Claude didn't train on consumer chat data without your explicit thumbs up or down. Clean, simple, respectful. Now? Everything you type becomes model training fodder

The Dyson Labor Day sale knocks $500 off the 360 Vis Nav robot vacuum

Labor Day sales might have just what you're looking for in the home cleaning department. Dyson is having a big sale for the holiday that discounts vacuums, hair care devices and more by up to $500. One of the best discounts is on the 360 Vis Nav robot vacuum, which is 50 percent off and down to $500. That's a seriously great deal and the lowest price we've seen for this product. The Vis Nav made our list of the best robot vacuums, primarily based on the unit's superior suction power. This thing