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How Hourglass Vision Transformers Are Redefining Camouflaged Object Detection

Introduction While camouflage gives wildlife and military vehicles a strategic survival advantage, it poses challenges, both for human and computer vision systems. It is difficult enough to detect objects designed to blend with their environments, but when the objects have blurry edges, the detection process is even more problematic. However, in a paper written for the 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jinpeng He, Biyuan Liu, and Huaixin Chen of the Uni

OpenAI open sourced a new Customer Service Agent framework — learn more about its growing enterprise strategy

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Editor’s note: Carl will lead an editorial roundtable on this topic at VB Transform next week. Register today. OpenAI has released a new open-source demo that gives developers a hands-on look at how to build intelligent, workflow-aware AI agents using the Agents SDK. As first noticed by AI influencer and engineer Tibor Blaho (of the thir

Fed Rate Cuts Unlikely This Summer. Are Lower Mortgage Rates Still Possible?

The Fed's interest rate decisions impact mortgages, but the relationship isn't straightforward. Tharon Green/CNET There's a wild amount of uncertainty in today's economy, but one thing is clear: The Federal Reserve isn't planning to lower interest rates this summer. Mortgage rates, which have been stuck near 7% for the past several months, are likely to stay higher for longer. On June 18, Fed officials voted to leave borrowing rates unchanged for a fourth consecutive meeting. Holding interest

‘Surpassing all my expectations’: Midjourney releases first AI video model amid Disney, Universal lawsuit

Popular AI image generation service Midjourney has launched its first AI video generation model V1, marking a pivotal shift for the company from image generation toward full multimedia content creation. Starting today, Midjourney’s nearly 20 million users can animate images via the website, transforming their generated or uploaded stills into 5-second long clips with options for extending the generation longer up to 20 seconds (in 5 second bursts), and guiding them with text. With the launch,

June Mortgage Forecast: Will Economic Chaos Fuel Even Higher Rates?

As the Federal Reserve likely holds interest rates steady, mortgage rates are expected to stay in a narrow range. Tharon Green/CNET The Federal Reserve held interest rates steady for the fourth consecutive time this year at its monetary policy meeting this week. However, rising jobless claims, intensified geopolitical conflict and slowing economic growth could force the central bank to cut rates as early as the fall. As turbulent trade policies pressure financial markets, investors have been w

Revisiting Minsky's Society of Mind in 2025

A Teenager’s Frustration, a Researcher’s Revelation (Note: this is a deeply nerdy / technical post, with most applicability to folks building AI systems, and of little relevance to most users of AI.) In the late 90s, as a tech-obsessed teenager, I picked up Marvin Minsky’s 1986 book The Society of Mind expecting profound answers about intelligence. It was exciting: Minsky made AI seem so tractable, with beautiful essays arguing that the mind is composed of countless simple “agents” – little pr

Spanish blackout report: Power plants meant to stabilize voltage didn’t

The blackout that took down the Iberian grid serving Spain and Portugal in April was the result of a number of smaller interacting problems, according to an investigation by the Spanish government. The report concludes that several steps meant to address a small instability made matters worse, eventually leading to a self-reinforcing cascade where high voltages caused power plants to drop off the grid, thereby increasing the voltage further. Critically, the report suggests that the Spanish grid

ChatGPT can now generate images in WhatsApp

Back in December, OpenAI launched its ChatGPT WhatsApp contact as part of its “12 Days of OpenAI” holiday announcements. And while this version of the chatbot is still more limited than what you get on the web or desktop, it is rolling out a useful new trick: image generation. Yep, people actually do this While the idea of texting ChatGPT over WhatsApp might seem a little odd, several WhatsApp-heavy users I’ve talked to say they love the convenience of having ChatGPT right there, without needi

The Definitive, Insane, Record-Smashing Story of the Enhanced Games

On February 25, 2025, the Australian swimmer James Magnussen stood on the starting blocks at a swimming pool in North Carolina with a million dollars and his reputation on the line. Magnussen, a triple Olympic medalist and world champion in the 100-meter freestyle, had been retired from professional sports for six years. But he had restarted his career to join the Enhanced Games, a kind of Olympics on steroids. This is meant literally: The event, which encourages athletes to take performance-enh

Scale smarter: 5 days left to save up to $210 on your TechCrunch All Stage pass

Five days until prices rise! Are you ready to scale or stall? Time’s ticking. Ticket prices for TechCrunch All Stage go up after June 22 at 11:59 p.m. PT. Founders save $210, and investors save $200. Register here to fuel your growth with a discount. Join 1,000 founders and investors on July 15 at Boston’s SoWa Power Station for the founder summit built for traction, scale, and next-level growth. Whether you’re scaling your startup or sourcing your next big investment, this is where momentum s

Companies That Replaced With Humans With AI Are Realizing Their Mistake

According to tech billionaire and OpenAI CEO Sam Altman, 2025 was supposed to be the year "when AI agents will work." Despite widespread hype, so-called "AI agents" — a software product that's supposed to complete human-level tasks autonomously — have yet to live up to their name. As of April, even the best AI agent could only finish 24 percent of the jobs assigned to it. Still, that didn't stop business executives from swarming to the software like flies to roadside carrion, gutting entire dep

iOS 26 will fix CarPlay’s most annoying Messages problem

It’s turning out to be a huge year for CarPlay, surprising many of us after years of middling updates. Among the host of new CarPlay features coming in iOS 26, there’s a key fix for what’s long been the most annoying Messages issue for me: the lack of tapbacks support. CarPlay in iOS 26 brings support for Messages tapbacks Ever since Apple unveiled the “next generation of CarPlay” in 2022, new updates for the standard CarPlay experience have been fairly underwhelming. But things are starting

Wallpaper Wednesday: More great phone wallpapers for all to share (June 18)

C. Scott Brown / Android Authority Welcome to Wallpaper Wednesday! In this weekly roundup, we’ll give you a handful of Android wallpapers you can download and use on your phone, tablet, or even your laptop/PC. The images will come from folks here at Android Authority as well as our readers. All are free to use and come without watermarks. File formats are JPG and PNG, and we’ll provide images in both landscape and portrait modes, so they’ll be optimized for various screens. For the newest wall

How to Fix the Most Common AI Image Errors and Hallucinations

One of the best parts of my job is laughing at the truly terrible, deeply flawed, occasionally frightening AI images that pop out while I review different AI image generators. I spend a lot of time playing around with AI in ChatGPT, Midjourney and Adobe, and I've learned that no AI generator is perfect. But there are some common patterns, things that many AIs struggle with. Every image generator is unique, but I've spent enough time with them to recognize some patterns. There are certain things

Topics: ai best fix image images

Mortgage Rates and the Federal Reserve: Everything to Know Before Today's Decision

The Fed's interest rate decisions impact mortgages, but the relationship isn't straightforward. Tharon Green/CNET Later today, the Federal Reserve is expected to extend a pause on interest rate cuts for a fourth consecutive time this year. While mortgage rates could see some volatility, many economists expect them to stay relatively flat until the economic picture changes. Average rates are likely to stay in the 6.75% to 7.25% range unless the Fed signals multiple cuts and backs up their polic

How To Fix the Most Common AI Image Errors and Hallucinations

One of the best parts of my job is laughing at the truly terrible, deeply flawed, occasionally frightening AI images that pop out while I review different AI image generators. I spend a lot of time playing around with AI in ChatGPT, Midjourney and Adobe, and I've learned that no AI generator is perfect. But there are some common patterns, things that many AIs struggle with. Every image generator is unique, but I've spent enough time with them to recognize some patterns. There are certain things

Topics: ai best fix image images

9 Best Foods for Coping With Migraines and Headaches, According to Experts

While eating a specific food or changing your diet alone won't cure you of migraines or headaches, it can be one piece of the puzzle that provides relief. "The most important thing I tell patients is that migraines are highly individualized," says Dr. Nicholas Church, a board-certified member of the American Board of Family Medicine and the American Academy of Family Physicians. "What helps one person may not help another, and what's a trigger for one might be therapeutic for someone else." Tha

Paddle settles for $5 million over facilitating tech support scams

Paddle.com and its U.S. subsidiary will pay $5 million to settle Federal Trade Commission (FTC) allegations that the company facilitated deceptive tech-support schemes that harmed many U.S. consumers, including older adults. Paddle, a UK-based payment processor, offers payments, tax handling, compliance, and checkout infrastructure for software and digital product sellers by acting as a "merchant of record." According to the FTC, Paddle failed to perform adequate screening and fraud prevention

Nothing Phone 3 will get the company’s best software update promise to date

Max Jambor on X TL;DR Nothing has confirmed that the Phone 3 will get a 5+7 update policy, which most likely means five years of Android OS updates and seven years of security patches. This is the longest software support for any Nothing phone to date. The device will be powered by the Snapdragon 8s Gen 4, which the company claims outperforms the Snapdragon 8 Gen 3 in several areas. In a big leap forward for longevity, Nothing’s Co-Founder and Head of Marketing, Akis Evangelidis, has confirm

I'm an Anime Collector. 3 AI Phone Features I Used While Visiting Tokyo

I love collecting Japanese anime merch. I'm also a tech creator and an educator who loves using technology to make my life easier. On a recent trip to Tokyo, I decided to use AI features on my phone to help me navigate the city. I've visited Japan six times in recent years, and as an avid fan and consumer of Japanese anime and pop culture, I fully intend to visit many more times for general tourism, pop-up events, specialty museums and parks. But my earliest visits to Tokyo were overwhelming an

Nothing Phone 3 processor confirmed: How is it a ‘true flagship’?

Supplied by Nothing TL;DR Nothing has confirmed that the Nothing Phone 3 will use the Snapdragon 8s Gen 4 processor. This isn’t the best Snapdragon chipset, but it should still deliver great performance. This also comes as the company says the new phone is a ‘true flagship’ phone. Nothing has been making some lofty claims about the Nothing Phone 3, asserting that it’ll be the company’s first “true” flagship phone. Now, it has officially revealed the phone’s chipset. Nothing confirmed that t

Far-Right ‘Appeal to Heaven’ Flag Flown Above Government Agency in DC

A controversial “Appeal to Heaven” flag that has recently become associated with the “Stop the Steal” movement and Christian nationalism was flown above the Small Business Administration (SBA) agency last week in Washington, DC. On June 11, Kelly Loeffler, the former senator from Georgia and current administrator of the SBA, participated in a ceremony where a new flag of the United States was raised over the agency’s headquarters. Just beneath that flag, on what appeared to be the same halyard,

LLMs pose an interesting problem for DSL designers

The most exciting part of Programming Languages (PL) research for me has always been in Programming Language Design. By carefully crafting a language with a syntax and semantics tailored for a specific domain, PL designers can provide an interface for end users that seamlessly aligns with the sensibilities and intuitions of practitioners, allowing users to focus on the "interesting" parts of a problem and tackle larger and more complex problems. Instead of writing a verbose sequence of API cal

Senate confirms Trump’s FCC pick, Olivia Trusty

is a senior policy reporter at The Verge, covering the intersection of Silicon Valley and Capitol Hill. She spent 5 years covering tech policy at CNBC, writing about antitrust, privacy, and content moderation reform. The Senate confirmed Republican Olivia Trusty to serve on the Federal Communications Commission (FCC) on Tuesday, installing another nominee by President Donald Trump and ending the brief lack of quorum at the agency. The vote was 53-45, with Sen. John Fetterman (D-PA) being the on

Pick up a Samsung SmartTag 2 tracker for only $16 right now

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 . We live in a world filled with so much stuff. There's keys, phones, wallets — the list goes on of things that you need to hold on to every day. With this in mind, it's often a good idea to get a Bluetooth tracker for all the important things. Luckily, right now the Samsung Galaxy Smar

Cybersecurity takes a big hit in new Trump executive order

Cybersecurity practitioners are voicing concerns over a recent executive order issued by the White House that guts requirements for: securing software the government uses, punishing people who compromise sensitive networks, preparing new encryption schemes that will withstand attacks from quantum computers, and other existing controls. The executive order (EO), issued on June 6, reverses several key cybersecurity orders put in place by President Joe Biden, some as recently as a few days before

Appeals court tosses $300 million Optis patent verdict against Apple

On Monday, Apple scored a big legal victory in one of its longest-running patent battles, when the U.S. Court of Appeals for the Federal Circuit overturned a $300 million damages award the company had been ordered to pay to Optis Wireless Technology. This latest decision (via Reuters) marks the second time a nine-figure damages verdict in this case has been thrown out. Now, the case is heading back to Texas for yet another trial. What’s this case about again? Optis, a Texas-based IP managemen

Canva expands from design into analytics with acquisition of MagicBrief

From left, Cliff Obrecht, Canva's co-founder and chief operating officer, and George Howes, co-founder and CEO of MagicBrief, pose for a photo at the Cannes Lions festival in Cannes, France, in June 2025. Canva has grown into a $32 billion startup through its popular design tools used for easily creating images, marketing material and presentations. Now the company, with its 12th acquisition, is buying its way into the analytics market. Canva said on Tuesday that it's buying MagicBrief, whose