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Bot or human? Creating an invisible Turing test for the internet

news.ycombinator.com Unknown 2026-02-28 11:00:00

AI systems have detectable behavioral signatures that can be used to improve bot detection. Roundtable's Proof-of-Human API verifies proof-of-human invisibly, continuously, and instantaneously. 1 Want to see behavioral differences in action? Skip to Skip to Section 2 for interactive keystroke and mouse movement demos, or Section 3 for a cognitive psychology experiment. Google reCAPTCHA v3 boasts a commanding market share in bot detection today. It claims to analyze patterns of user behavior a

Topics: ai bot human interactive patterns

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Too hot to mow? I tested a robot lawn mower with no boundary wire and it's 30% off

zdnet.com Maria Diaz 2026-02-28 21:54:43

ZDNET's key takeaways The Eufy E15 Robot Mower for yards up to 0.2 acres is available for $2,300, while the Eufy E18 covers up to 0.3 acres and costs $2,600, though both are currently on sale This robot mower uses visual recognition, AI algorithms, and 3D sensors to distinguish the boundaries of a lawn and avoid obstacles in real time While it's good for smaller yards, I'd recommend it for fenced-in, flat yards, as it can get stuck on uneven terrain. $1,599.99 at Amazon $1,599.99 at Walmart mo

Topics: e15 eufy mower robot yard

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Tesla Stock in Tailspin After Error-Plagued Robotaxi Debut

futurism.com Unknown 2026-03-01 06:33:18

Things are veering way off the road for Tesla. In the wake of the long-awaited Robotaxi rollout in Austin, Tesla stock saw an initial bump — but those gains weren't able to withstand the ample bad press the autonomous cabs have gotten in the few days they've trawled Texas streets. On Tuesday, the botched Robotaxi launch led Tesla stock to drop more than four percent and nearly $15 in a single day. That falloff came after videos emerged showing the driverless cabs — which also, embarrassingly,

Topics: driving robotaxi safety tesla traffic

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Eureka E20 Plus Robot Vac and Mop Is Even Cheaper With Amazon’s Coupon Box for Early Prime Day

gizmodo.com Mike Fazioli 2026-03-01 06:10:34

What are the difference between a good robot vacuum and a great one? It’s all about which ones make you do less work, and not just the actual act of pushing a manual vacuum. The Eureka E20 Plus Robot Vacuum and Mop Combo, which is on sale at Amazon right now, takes so much work off your plate that it’ll make you feel downright lazy. Which, yeah, is pretty great. See at Amazon Aside from the obvious addition of mopping to its vacuuming duties, the Eureka E20 Plus is also self-emptying, with a b

Topics: e20 eureka plus robot vacuum

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Bot or Human? Creating the Invisible Turing Test for the Internet

news.ycombinator.com Unknown 2026-03-01 11:00:00

AI systems have detectable behavioral signatures that can be used to improve bot detection. Roundtable's Proof-of-Human API verifies proof-of-human invisibly, continuously, and instantaneously. 1 Want to see behavioral differences in action? Skip to Skip to Section 2 for interactive keystroke and mouse movement demos, or Section 3 for a cognitive psychology experiment. Google reCAPTCHA v3 boasts a commanding market share in bot detection today. It claims to analyze patterns of user behavior a

Topics: ai bot human interactive patterns

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Best Buy Slashes HP 14-Inch Chromebook by Nearly 60% to Rival Amazon Early Prime Day Deals

gizmodo.com Joe Tilleli 2026-03-01 11:40:57

In search of a new laptop? If you’re primary need for a computer is basic web browsing, email drafting, word processing, and YouTube video-watching, then you really don’t need to shell out for anything crazy expensive. A Chromebook is kind of the perfect tool for these use cases plus they’re super great for travel. HP has its 14-inch Chromebook on sale over at Best Buy. Right now, it’s been shaved down about 60%. That brings the price from its usual $329 to just $139. You can save a staggering $

Topics: 14 buy chromebook need use

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7 Simple Tips for Burning Body Fat at Home Without a Gym Membership

cnet.com See Full Bio 2026-03-01 10:00:00

If you're looking to lose weight or build muscle, a gym membership can be a helpful tool. But with membership costs on the rise, it can also be a pricey investment. A recent CNET survey found that 25% of adults surveyed have had to cancel a subscription or membership due to rising costs and budgetary constraints. If you're not looking to add on another monthly membership fee, you may want to skip the gym and work on your fitness goals right at home. If your primary fitness goal is to reduce bod

Topics: body fat loss training walking

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Third places and neighborhood entrepreneurship (2024)

news.ycombinator.com Jinkyong Choi 2026-03-01 20:10:21

Sociologists have shown that “third places” such as neighborhood cafés help people maintain and use their network ties. Do they help local entrepreneurs, for whom networks are important? We examine whether the introduction of Starbucks cafés into U.S. neighborhoods with no coffee shops increased entrepreneurship. When compared to census tracts that were scheduled to receive a Starbucks but did not get one, tracts that received a Starbucks saw an increase in the number of startups of 9.1% to 18%

Topics: cafés help neighborhoods starbucks tracts

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Apple MacBook Air M4 deals: Both the 13-inch and 15-inch models are on sale!

androidauthority.com Unknown 2026-03-01 20:42:19

MacBooks used to be known as overpriced, but things have changed since the release of Apple’s M-series chips. Apple laptops, while not exactly cheap, are now closer to high-end laptops. As such, their price is now considered an excellent deal for what you get, especially if you can find them on sale, such as today. Buy the Apple MacBook Air M4 13-Inch for just $849.99 ($149.01 off) Buy the Apple MacBook Air M4 15-Inch for just $1,049 ($150 off) These offers are available from Amazon, but they a

Topics: air apple inch m4 macbook

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I replaced my QuietComfort Ultra with these midrange headphones - and I'm sticking with them

zdnet.com Jada Jones 2026-03-02 09:00:19

ZDNET's key takeaways The Bose QuietComfort Headphones are available in seven colors for $349, and are often up to $100 off. They are true to the QuietComfort namesake, providing excellent noise cancellation and all-day comfort. However, like all of Bose's over-ear headphones, the QuietComfort have a short, 24-hour battery life. View now at Bose I have an arsenal of premium consumer headphones. The Sony XM6, Apple AirPods Max, Bose QuietComfort Ultra, Beats Studio Pro, Sonos Ace, and more all

Topics: bose features headphones quietcomfort ultra

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This tiny keyboard accessory was the Motorola Razr upgrade I didn't know I needed

zdnet.com Matthew Miller 2026-03-02 09:20:14

ZDNET's key takeaways The Clicks Keyboard for the Moto Razr is available for $139. The keyboard supports native Android shortcuts, has an optimal key design with a dedicated Gemini button, and supports data pass-through. There's only one color, and shortcuts cannot be customized. View now at Clicks With the summer season now upon us, I've swapped to my Moto Razr smartphone. This tiny foldable phone is perfect for your shorts' pocket, and for carrying around outside. To improve the lightweight

Topics: clicks display keyboard phone razr

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This Mobile Controller Is Better Than Backbone for the Same Price

cnet.com See Full Bio 2026-03-02 12:00:08

The difference between an average mobile gaming experience and a legendary mobile gaming experience often comes down to the hardware you're using. Thankfully, we've seen a whole slew of dedicated mobile gaming controllers hit the market in the past few years. Elo is a new gaming hardware manufacturer founded by a former e-sports player, and he set out to create a pro-level mobile controller accessible to everyone. The Vagabond is the result of nearly two years of work and has easily swept in to

Topics: controller elo mobile vagabond ve

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The Cherry MX 3.0s Keyboard Looks Like a Great Gaming Keyboard, but It Needs Some Work

cnet.com See Full Bio 2026-03-02 12:00:09

As a writer and gamer, there's nothing quite like the feel of a great mechanical keyboard. There's just something so satisfying about the "thwok" of each keypress as I take to the battlefield or craft my next story. Surprisingly, though, it can be challenging to find a keyboard that's fantastic at being both a gaming keyboard and a daily-use keyboard -- at least at an affordable price. You might recognize the name Cherry as the maker of the eponymous switches that have dominated the mechanical

Topics: 0s cherry gaming keyboard mx

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Should you use your robot vacuum with recycled water? My results after a week of testing

zdnet.com Maria Diaz 2026-03-02 14:30:14

ZDNET's key takeaways The 3i S10 Ultra robot vacuum and mop is available for $1,900. This device features a unique innovation: a trademarked WaterRecycle station that distills wastewater and dehumidifies your home so you never have to refill the clean water tank. The full device is one-of-a-kind, so its settings and setup take some getting used to, and it can sometimes take a long time to finish a task while the water distills. $1,899.99 at Amazon The 3i S10 Ultra robot vacuum and mop is on s

Topics: 3i robot s10 ultra water

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Canal Boat Simulator

news.ycombinator.com Unknown 2026-02-27 14:39:55

Dear Reader, Alcohol is a hell of a drug. It’s night. I’m sitting and drinking my Jura. Relaxing with an episode of “Narrow Escapes“, a show life on Britain’s inland canals. Tonight’s feature is about a pair of young canal boaters: Amy is a game streamer and Wes is a game level designer. Everything is going swimmingly until Wes says : I’d definitely like to make my own small game at some point Probably narrow-boat themed So I goes PFFFFFFTTT I BET ITS GOING TO BE A GRITTY CANAL BOAT GAME!!

Topics: 3d boat canal game level

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Mid-sized cities outperform major metros at turning economic growth into patents

news.ycombinator.com Dave Deek 2026-03-02 10:26:19

New research provides ammunition for spreading federal R&D dollars beyond Silicon Valley. Economists Federica Coelli (EBRD) and Paul Pelzl (NHH Norwegian School of Economics) studied 2.5 million patents across 759 U.S. communities over 40+ years. Their finding: smaller urban areas innovate effectively when economies improve. Current reality: Just 5% of U.S. communities produce 75% of all patents. Share By the numbers: The boom effect: 8.3% increase in overall patents when oil/gas employment

Topics: boom booms innovation oil patents

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‘Witcher’ Author Understands Why George R.R. Martin Is Taking So Long on ‘Winds of Winter’

gizmodo.com Cheryl Eddy 2026-03-02 21:15:14

It’s been over a decade since the last Witcher book was released—2013’s Season of Storms, which got an English translation in 2018—but there’s a new title coming very soon from Andrzej Sapkowski: September’s Crossroads of Ravens. In between books, Netflix launched its hit Witcher series, which still has a fourth and fifth season yet to share. That puts Sapkowski on a different sort of timeline from another author whose fans have been waiting awhile for a new book to arrive in his adapted-for-TV

Topics: author book martin sapkowski series

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MindsEye developer undergoing layoffs less than a month after launch

theverge.com Ash Parrish 2026-03-03 02:34:01

is a reporter who covers the business, culture, and communities of video games, with a focus on marginalized gamers and the quirky, horny culture of video game communities. Build a Rocket Boy has confirmed previous reports from IGN that it is undergoing layoffs less than a month after the tumultuous release of its first game MindsEye. The Verge reached out to Build a Rocket Boy to confirm the layoffs, but they did not respond. In a statement made to IGN, Build A Rocket Boy wrote: We can confi

Topics: boy build game mindseye rocket

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Facebook Group admins complain of mass bans — Meta says it’s fixing the problem

techcrunch.com Sarah Perez 2026-03-03 00:36:33

After a wave of mass bans affecting Instagram and Facebook users alike, Meta users are now complaining that Facebook Groups are also being impacted by mass suspensions. According to individual complaints and organized efforts on sites like Reddit to share information, the bans have affected thousands of groups both in the U.S. and abroad and have spanned various categories. When reached for comment, Meta spokesperson Andy Stone confirmed the company was aware of the issue and working to correct

Topics: facebook group groups meta users

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The Titan 2 is a modernized BlackBerry with 5G, Android, and a second screen

theverge.com Andrew Liszewski 2026-03-03 06:00:00

is a senior reporter who’s been covering and reviewing the latest gadgets and tech since 2006, but has loved all things electronic since he was a kid. Despite the demise of the BlackBerry, there’s still a demand for smartphones with physical keyboards, if successful products like the Clicks keyboard case are any indication. Unihertz, a Chinese company best known for its small Android handsets, has announced the Titan 2: a follow-up to its first BlackBerry Passport-inspired smartphone that adds

Topics: camera keyboard screen titan unihertz

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Facebook Group admins complain of mass bans; Meta says it’s fixing the problem

techcrunch.com Sarah Perez 2026-03-03 06:36:33

After a wave of mass bans affecting Instagram and Facebook users alike, Meta users are now complaining that Facebook Groups are also being impacted by mass suspensions. According to individual complaints and organized efforts on sites like Reddit to share information, the bans have affected thousands of groups both in the U.S. and abroad and have spanned various categories. When reached for comment, Meta spokesperson Andy Stone confirmed the company was aware of the issue and working to correct

Topics: facebook group groups meta users

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Chinese Military Shows Off Fly-Sized Drones for Covert Ops

futurism.com Unknown 2026-03-03 11:39:36

When it comes to robotics, nobody's doing it quite like China. Despite not truly industrializing until the 1950s — some 75 years after the United States — the nation has surged to the global forefront of robotics development. Between 2022 and 2023, China installed over half of all global robotics installed throughout the globe, scoring the second-highest annual robot deployment ever recorded — a close runner up to its own previous record, which it set between 2021 and 2022. Since then, the sec

Topics: china drone like military robotics

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XBOW, an autonomous penetration tester, has reached the top spot on HackerOne

news.ycombinator.com Unknown 2026-03-03 06:53:12

For the first time in bug bounty history, an autonomous penetration tester has reached the top spot on the US leaderboard. Our path to reaching the top ranks on HackerOne began with rigorous benchmarking. Since the early days of XBOW, we understood how crucial it was to measure our progress, and we did that in two stages: First we tested XBOW with existing CTF challenges (from well-known providers like PortSwigger and Pentesterlab), then quickly moved on and built our own unique benchmark that

Topics: ai programs real vulnerabilities xbow

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Best Robot Lawn Mowers: My Backyard Is Now a Mower Test Lab

cnet.com See Full Bio 2026-03-03 10:00:00

Robot lawn mowers of yore started off using a boundary wire to determine where it could and could not go, and they were problematic. The boundary wire had to make a complete, unbroken circle. And if anything happened to the wire, you had problems. These days, robot mowers work via GPS, but it's GPS with a little bit extra in an RTK beacon. Scott Porteous, head of robotics for Husqvarna broke it down for me. Adam Doud/CNET GPS navigation GPS today is accurate down to a few feet. That's fine wh

Topics: beacon gps mower mowers robot

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Judge OKs Anthropic's Use of Copyrighted Books in AI Training. That's Bad News for Creators

cnet.com See Full Bio 2026-03-03 10:36:22

Anthropic's use of copyright-protected books in its AI training process was "exceedingly transformative" and fair use, US senior district judge William Alsup ruled on Monday. It's the first time a judge has decided in favor of an AI company on the issue of fair use, in a significant win for generative AI companies and a blow for creators. Fair use is a doctrine that's part of US copyright law. It's a four-part test that, when the criteria is met, lets people and companies use protected content

Topics: ai anthropic books fair use

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Government Alarmed by Videos of Tesla Robotaxis Immediately Breaking Road Laws

futurism.com Unknown 2026-03-03 16:10:24

Tesla is already in hot water over its Robotaxi rollout in Austin. As Bloomberg reports, the National Highway Traffic Safety Administration (NHTSA) contacted Tesla just a single day after its Robotaxi launch over apparent traffic violations captured on video and posted to social media. Since Sunday, the Elon Musk-owned electric carmaker has been offering autonomous rides, albeit with a human safety monitor, to a select few individuals willing to pay for the novelty. As videos taken in the wake

Topics: driving nhtsa robotaxis safety tesla

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This tiny physical keyboard turned my foldable phone into a 'Blackberry' - and it works

zdnet.com Matthew Miller 2026-03-03 21:35:00

ZDNET's key takeaways The Clicks Keyboard for the Moto Razr is available for $139. The keyboard supports native Android shortcuts, has an optimal key design with a dedicated Gemini button, and supports data pass-through. There's only one color, and shortcuts cannot be customized. View now at Clicks With the summer season now upon us, I've swapped to my Moto Razr smartphone. This tiny foldable phone is perfect for your shorts' pocket, and for carrying around outside. To improve the lightweight

Topics: clicks display keyboard phone razr

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I Wish Meta and Microsoft's New Quest 3S Xbox Edition Was More Than Just a New Color

cnet.com See Full Bio 2026-03-03 16:00:00

I have major throwback memories to 2016 as I open up the limited-edition Meta Quest 3S Xbox Edition. This new VR bundle includes a black Quest 3S VR headset with Xbox green highlights, similarly colored Touch controllers and an Xbox controller, too. The original Oculus Rift headset I reviewed years ago also came with an Xbox controller inside, because back then Oculus didn't even have its VR Touch controllers yet. It was also black, not white like the current Quest headsets. It's funny how thing

Topics: 3s black quest vr xbox

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Krysten Ritter Returns as Jessica Jones in 'Daredevil: Born Again': What We Know So Far

cnet.com See Full Bio 2026-03-03 20:40:00

Krysten Ritter will be returning as superhero Jessica Jones in the second season of Daredevil: Born Again alongside Charlie Cox's Daredevil, Disney announced during Marvel's section of Disney Upfront 2025 in May. "Hey hey, JJ," Ritter wrote on Instagram May 13, "I can't WAIT for Jessica Jones to get back in the MCU action with Daredevil." Season 2 of Daredevil: Born Again will be released in March 2026. According to Instagram posts where Ritter and Cox have been tagged in by a fitness coach, b

Topics: born daredevil disney jessica jones

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The résumé is dying, and AI is holding the smoking gun

arstechnica.com Unknown 2026-03-03 21:25:41

Employers are drowning in AI-generated job applications, with LinkedIn now processing 11,000 submissions per minute—a 45 percent surge from last year, according to new data reported by The New York Times. Due to AI, the traditional hiring process has become overwhelmed with automated noise. It's the résumé equivalent of AI slop—call it "hiring slop," perhaps—that currently haunts social media and the web with sensational pictures and misleading information. The flood of ChatGPT-crafted résumés

Topics: ai applications bot hiring job

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Latest Tech News

Bot or human? Creating an invisible Turing test for the internet

Too hot to mow? I tested a robot lawn mower with no boundary wire and it's 30% off

Tesla Stock in Tailspin After Error-Plagued Robotaxi Debut

Eureka E20 Plus Robot Vac and Mop Is Even Cheaper With Amazon’s Coupon Box for Early Prime Day

Bot or Human? Creating the Invisible Turing Test for the Internet

Best Buy Slashes HP 14-Inch Chromebook by Nearly 60% to Rival Amazon Early Prime Day Deals

7 Simple Tips for Burning Body Fat at Home Without a Gym Membership

Third places and neighborhood entrepreneurship (2024)

Apple MacBook Air M4 deals: Both the 13-inch and 15-inch models are on sale!

I replaced my QuietComfort Ultra with these midrange headphones - and I'm sticking with them

This tiny keyboard accessory was the Motorola Razr upgrade I didn't know I needed

This Mobile Controller Is Better Than Backbone for the Same Price

The Cherry MX 3.0s Keyboard Looks Like a Great Gaming Keyboard, but It Needs Some Work

Should you use your robot vacuum with recycled water? My results after a week of testing

Canal Boat Simulator

Mid-sized cities outperform major metros at turning economic growth into patents

‘Witcher’ Author Understands Why George R.R. Martin Is Taking So Long on ‘Winds of Winter’

MindsEye developer undergoing layoffs less than a month after launch

Facebook Group admins complain of mass bans — Meta says it’s fixing the problem

The Titan 2 is a modernized BlackBerry with 5G, Android, and a second screen

Facebook Group admins complain of mass bans; Meta says it’s fixing the problem

Chinese Military Shows Off Fly-Sized Drones for Covert Ops

XBOW, an autonomous penetration tester, has reached the top spot on HackerOne

Best Robot Lawn Mowers: My Backyard Is Now a Mower Test Lab

Judge OKs Anthropic's Use of Copyrighted Books in AI Training. That's Bad News for Creators

Government Alarmed by Videos of Tesla Robotaxis Immediately Breaking Road Laws

This tiny physical keyboard turned my foldable phone into a 'Blackberry' - and it works

I Wish Meta and Microsoft's New Quest 3S Xbox Edition Was More Than Just a New Color

Krysten Ritter Returns as Jessica Jones in 'Daredevil: Born Again': What We Know So Far

The résumé is dying, and AI is holding the smoking gun

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