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Is there a half-life for the success rates of AI agents?

In general, ability to perform a task drops off as its duration increases, so they use the AI agent’s performance on tasks of different lengths to estimate the task-length at which the model would have a 50% success rate. They then showed that this length has been doubling every 7 months as the capabilities of frontier agents improve. The task-lengths are measured by how long it took humans to solve the same tasks. They used 50% success rate as their chief performance threshold because it is th

Topics: 50 rate success task time

Ring Alarm 14-Piece Kit Drops to Black Friday Low, Amazon Clears Stock for Non-Prime Members

When it comes to home security devices, certain items aren’t frequently discounted that deeply. The Ring Alarm 14-piece kit is one of the hard-to-find deals, and today it’s priced about as low as Black Friday last year – something we haven’t witnessed since then. What’s making this deal even better is that, unlike with Prime Day, you don’t need a Prime membership in order to take advantage. Anyone can take this deal, and it’s for the 14-piece set only and not smaller sets. Priced at $330, this

This 10,000mAh 22.5W Fast Charging Power Bank Is 88% Off, Now Almost Free on Amazon

In today’s world, having a reliable portable charger is essential. Whether you’re traveling, working remotely or simply out and about, a dead phone or tablet can quickly turn into a major inconvenience. The good news is that fast charging power banks have become the standard… and with the latest deals on Amazon, getting your hands on a high-quality model doesn’t have to break the bank. In fact, today there is a deal so phenomenal that Amazon might not be making any money off it: The 10000mAh 22

My iPhone 8 Refuses to Die: Now It's a Solar-Powered Vision OCR Server

How I transformed my old iPhone 8 into a solar-powered Vision OCR server using Apple's native framework and an EcoFlow River 2 Pro. Running 24/7 for months, processing thousands of images while completely off-grid. My iPhone 8 Refuses to Die: Now It’s a Solar-Powered Vision OCR Server# After running for over a year, my solar-powered iPhone 8 has processed 83,418 OCR requests and 48GB of images using nothing but Apple’s Vision framework and renewable energy. Most people toss their old iPhones i

Facebook will soon roll out support for passkeys on Android and iOS

Facebook is rolling out support for passkeys on both iOS and Android, the social network announced on Wednesday. Passkey logins make it harder for bad actors to remotely access your accounts because they require physical access to your phone. Unlike standard logins, passkeys use Face ID or Touch ID, a PIN, or a physical security authentication key to validate logins. Passkeys remove the need to rely on username and password combinations, which can be susceptible to phishing and other issues.

NordPass lets you store passports and other IDs now - but is this safe?

Michael Burrell/Getty NordPass users looking for a quick and easy way to access vital documents can now store them online. In a Tuesday blog post, NordPass introduced Documents, a new storage option that uses an encrypted vault to house digital copies of physical documents in the cloud. In its post, NordPass cited passports, IDs, and driver's licenses, but you can store any type of physical document that can be scanned or saved electronically. Offering you up to 3GB of space, Documents does re

NFC is getting a range boost

The next version of the Near Field Communication (NFC) standard aims to make it easier to make payments, pair devices, and unlock doors using your phone or smartwatch. The most notable improvement is a boost to the distance of contactless connections from 0.5cm to 2cm, extending the range by x4. The NFC Release 15 standard update means NFC chips shouldn’t need to be as precisely aligned with terminals to register a connection, which is especially beneficial for users who have to fumble with sma

Prime Day deals include three months of Audible for only $3

Engadget has been testing and reviewing consumer tech since 2004. Our stories may include affiliate links; if you buy something through a link, we may earn a commission. Read more about how we evaluate products . The bumper 2025 edition of Amazon's Prime Day is fast approaching and the deals are starting to emerge. While we've seen this offer pop up several times in the past, it's one that's always worth highlighting. New Audible subscribers can get three months of access to the Premium Plus pl

World’s Slimmest 10000mAh Charger Drops to Record Low, Now Almost Free on Amazon

Nothing is more frustrating than bulky power banks that take up too much space in your bag and fail to charge your devices quickly. If you’ve ever struggled with this common annoyance, it’s time to meet a solution that’s both compact and powerful. While the INIU brand may not be familiar to everyone, it goes without saying that this product has captured the hearts of millions: With an astonishing more than 78,000 reviews on Amazon and more than 60,000 of which being five-star reviews, the INUI

This Anker Solix C300 Portable Power Station Drops to a New Record Low, Limited Stock Before Prime Day

If you love the great outdoors but also like to know you’ve got enough power on your phone for all of the modern conveniences, then you’ll probably want a good bit of extra power. While you could go for a power bank of some kind, if you’re really committed, then you’re going to want to go for a portable power station. See at Amazon The good news is that, while many of these are incredibly pricey, you can still get a lot of use out of the more affordable models, and better yet, they can get som

Klarna CEO wants to turn the platform into a 'super app' with help from AI

Sebastian Siemiatkowski, CEO of Klarna, speaking at a fintech event in London on Monday, April 4, 2022. Chris Ratcliffe | Bloomberg via Getty Images Klarna's CEO is so bullish about artificial intelligence that he sees it changing the way the fintech's 100 million users bank every day. On Wednesday, Klarna — a pioneer of the popular "buy now, pay later" (BNPL) payment method — is announcing the launch of mobile phone plans in the U.S. via a partnership with telecom services startup Gigs. The mo

Klarna CEO wants to turn the platform into a 'super app' with AI

Sebastian Siemiatkowski, CEO of Klarna, speaking at a fintech event in London on Monday, April 4, 2022. Chris Ratcliffe | Bloomberg via Getty Images Klarna's CEO is so bullish about artificial intelligence that he sees it changing the way the fintech's 100 million users bank every day. On Wednesday, Klarna — a pioneer of the popular "buy now, pay later" (BNPL) payment method — is announcing the launch of mobile phone plans in the U.S. via a partnership with telecom services startup Gigs. The mo

Is There a Half-Life for the Success Rates of AI Agents?

In general, ability to perform a task drops off as its duration increases, so they use the AI agent’s performance on tasks of different lengths to estimate the task-length at which the model would have a 50% success rate. They then showed that this length has been doubling every 7 months as the capabilities of frontier agents improve. The task-lengths are measured by how long it took humans to solve the same tasks. They used 50% success rate as their chief performance threshold because it is th

Topics: 50 rate success task time

BeyondTrust warns of pre-auth RCE in Remote Support software

BeyondTrust has released security updates to fix a high-severity flaw in its Remote Support (RS) and Privileged Remote Access (PRA) solutions that can let unauthenticated attackers gain remote code execution on vulnerable servers. Remote Support is BeyondTrust's enterprise-grade remote support solution that helps IT support teams troubleshoot issues by remotely connecting to systems and devices, while Privileged Remote Access acts as a secure gateway and ensures that users can only access the s

The best streaming deals: Get three months of Audible for only $3, plus save on Disney+, Starz and more

Engadget has been testing and reviewing consumer tech since 2004. Our stories may include affiliate links; if you buy something through a link, we may earn a commission. Read more about how we evaluate products . Streaming services keep raising prices. At this point, if you subscribe to all the major services out there, you're basically paying the same price as cable — those antiquated local monopolies that streaming was supposed to save us from. But streaming still has one big advantage over t

I Bought Smart Home Devices Using These 3 Tips and Made My Home Smarter

There are numerous reasons to set up the best smart home devices in your living space. For some, it's about making their home more energy-efficient in the summer months; for others, it's about making their homes safer with security cameras. A recent CNET survey found that 71% of US adults are taking action to prevent porch thefts, something smart home devices can help deter. Years ago, having a smart home seemed like living in the future. Now, it's easier than ever to make your home smart. Afte

Iran is going offline to prevent purported Israeli cyberattacks

is a senior reporter for The Verge, covering the Trump administration, Elon Musk’s takeover of the federal government, and the tech industry’s embrace of the MAGA movement. In a purported attempt to limit Israel’s ability to wage cyberwarfare, Iran has begun throttling its civilians’ access to the internet and plans to disconnect entirely from the global internet by Tuesday night. Fateme Mohajerani, a government spokesperson, said during a recent television broadcast that the speed reduction w

Hades II adds more combat options in its third major early access update

Hades II announced its third update today. The sequel to 2020 indie game darling Hades is technically still in early access on PC and Mac, but has been getting some beefy updates ahead of its expected official release later this year. The Unseen Update is a free, automatic update that mostly focuses on new combat development. There's a new Vow of Rivals that allows players to challenge more powerful Guardian foes. All of the main weapons have received hidden aspects that offer new forms and fig

Streaming Has Overtaken Traditional TV for the First Time Ever

Streaming became the most popular single form of TV usage years ago, but that was not its final hurdle. The juggernaut of broadcast and cable television combined meant that consumers were still using traditional TV services more than streaming overall, even if streaming was more popular than either of them individually. According to data from Nielsen, streaming just overcame this final hurdle. Nielsen says that in May, cable television accounted for 24.1% of all TV usage and broadcast TV repres

There's Explosive Drama Between OpenAI and Microsoft

The partnership that ushered in our age of AI is showing some major cracks. As the Wall Street Journal reports, OpenAI wants its longtime patron Microsoft to loosen its control on its AI products, while also seeking Microsoft's approval to let it become a for-profit company, which OpenAI has been planning for a while now. But the negotiations have turned ugly. And OpenAI is so frustrated with its benefactor that behind the scenes, executives are considering the "nuclear option": going to court

Get a Galaxy S25 phone, Watch, and Tab free from Verizon - here's how

Kerry Wan/ZDNET Free phone deals from carriers are a dime a dozen -- as deal experts, we see plenty of carriers offer free devices with sign-ups or trade-ins. However, when they offer bundles with multiple devices, it's definitely worth noting. Also: The iPad I recommend to most users is only $299 right now Right now, Verizon is offering a bundle that will keep you set for the next school or work year. Trade in select phones on Verizon's myPlan and receive a Samsung Galaxy S25, a Galaxy Tab,

The first two Netflix entertainment complexes will open at the end of the year

They'll be located in Dallas and outside Philadelphia, with a third branch coming to Vegas in 2027. Looking to grab an official Tires shirt or a sandwich based on Arnold Schwarzenegger's FUBAR? Netflix will have you covered in the near future. The streaming platform's long-promised Netflix House amusement centers will open up shop in Dallas and outside of Philadelphia by the end of the year , with a third location coming to Las Vegas in 2027. These 100,000-square feet behemoths will operate th

Should we design for iffy internet?

Should we design for iffy internet? Brian Hicks, June 16, 2025 I keep hearing claims like this: Not everyone in the US has access to stable, reliable internet, even in 2025. Web developers should stop assuming people have fast internet connections and slim their payloads accordingly. This seems intuitively true to me—programmers are gonna have better connectivity because that takes money, and programmers are well-paid. But what's the actual scope of the problem? I dug around, and here's so

The first two Netflix Houses will finally open in late 2025

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. Netflix has announced that its first two Netflix House venues will open in late 2025. There’s still no specific opening date yet. The venues were first announced in late 2023 and later confirmed for two initial locations in the US including the King of Prussia Mall outside Philadelphia and the Galleria Dallas mall in Texas. They’ll be taking ove

Nothing Phone 3 leak reveals it’s not a full-blown flagship after all (Update: Confirmed)

TL;DR The Nothing Phone 3 will reportedly use the Snapdragon 8s Gen 4 processor. This is a step down from the Snapdragon 8 Elite, featuring a slower CPU and GPU and a few other downgrades. This processor should still compare favorably to the likes of the Snapdragon 8 Gen 3 used in last year’s high-end phones. Update: June 17, 2025 (8:05 AM ET): Nothing has now confirmed that the Nothing Phone 3 is equipped with the Snapdragon 8s Gen 4 processor. You can read the full article for more details.

What happens when clergy take psilocybin

Almost a decade ago, a Baptist Biblical scholar, a Catholic priest, several rabbis, an Islamic leader, a Zen Buddhist roshi, and more than a dozen other religious leaders walked into a lab—and took high doses of magic mushrooms. All of them said it was their first time taking the drug. The mind-altering details of these guided trips were recorded at the time and over the following 16 months, but it wasn’t until recently that the results of the controversial experiment came to light. One might

US court denies Apple’s request to dismiss antitrust case concerning iCloud

A California district court on Monday denied a request by Apple to throw out a class action lawsuit that alleges the iPhone maker violates competition laws by forcing users of its devices to back up their critical files and device settings on its cloud storage service, iCloud. The complaint also accuses Apple of not allowing third-party cloud services to access certain files, and preventing them from offering a “full-service” storage that competes with iCloud. U.S. District Judge Eumi Lee had

NFC just got a serious range boost, and your next smartwatch is going to love it

Edgar Cervantes / Android Authority TL;DR The new NFC Release 15 specification increases range from 5mm to up to 2cm, making alignment less critical to initiating a compliant connection. This extended range will make NFC connections quicker and more reliable in the future, especially for smaller devices like smart watches and smart rings. It also introduces support for the NFC Digital Product Passport (NDPP), allowing phones to serve as payment terminals. Unless you’re picking up something i

Apple @ Work Podcast: Breaking down multi-display support on the Mac

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Nothing Phone 3 leak reveals it’s not a full-blown flagship after all

TL;DR The Nothing Phone 3 will reportedly use the Snapdragon 8s Gen 4 processor. This is a step down from the Snapdragon 8 Elite, featuring a slower CPU and GPU and a few other downgrades. This processor should still compare favorably to the likes of the Snapdragon 8 Gen 3 used in last year’s high-end phones. Nothing is gearing up to launch the Nothing Phone 3 on July 1, and we’ve already seen leaked renders and confirmed pricing for one market. Now, a leaker has apparently disclosed the phon