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America’s incarceration rate is in decline

For more than 40 years, the United States—a nation that putatively cherishes freedom—has had one of the largest prison systems in the world. Mass incarceration has been so persistent and pervasive that reform groups dedicated to reducing the prison population by half have often been derided as made up of fantasists. But the next decade could see this goal met and exceeded: After peaking at just more than 1.6 million Americans in 2009, the prison population was just more than 1.2 million at the e

OpenAI charges by the minute, so speed up your audio

Want to make OpenAI transcriptions faster and cheaper? Just speed up your audio. I mean that very literally. Run your audio through ffmpeg at 2x or 3x before transcribing it. You’ll spend fewer tokens and less time waiting with almost no drop in transcription quality. That’s it! Here’s a script combining of all my favorite little toys and tricks to get the job. You’ll need yt-dlp, ffmpeg and llm installed. # Extract the audio from the video yt-dlp -f 'bestaudio[ext=m4a]' --extract-audio --au

WhatsApp rolls out AI-generated summaries for private messages

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. WhatsApp can now call on Meta AI to summarize your personal chats. As shown in a GIF, you can access it by tapping the button to unfurl all of your unread messages in a chat. But instead of showing your messages, WhatsApp uses Meta AI to generate a bulleted summary of what you missed. The feature is rolling out in English in the US, with plans to l

Video Shows Tesla "Safety Monitor" Hitting Panic Button as Robotaxi Becomes Confused on Public Road

That could've been a lot worse. Tesla's extremely questionable Robotaxi launch has already seen some of its cars violate traffic laws. Now, new footage shows a Tesla robotaxi screwing up so badly that its human "safety monitor" is forced to hit the panic button — which is actually a touchscreen menu, in true tech industry fashion — heaping even more scrutiny onto the self-driving vehicles' capabilities. The footage, spotted by Teslarati, was taken by pro-Tesla influencer and investor Dave Lee

IBM sees enterprise customers are using ‘everything’ when it comes to AI, the challenge is matching the LLM to the right use case

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Over the last 100 years, IBM has seen many different tech trends rise and fall. What tends to win out are technologies where there is choice. At VB Transform 2025 today, Armand Ruiz, VP of AI Platform at IBM detailed how Big Blue is thinking about generative AI and how its enterprise users are actually deploying the technology. A key them

Proton Mail is rolling out a tool to help you get rid of those unwanted subscriptions

TL;DR Proton Mail is rolling out a feature called “Newsletters view.” Newsletters view is a focused space that organizes all of your subscriptions in one place to help you declutter your inbox. It features two separate tabs for quick access to active subscriptions and mail lists from which you’ve unsubscribed. It’s easy to get overwhelmed by the amount of email sitting in your inbox. Things like promos, job alerts, store updates, and more can often make up the bulk of the messages waiting for

Primitive Kolmogorov complexity is computable

/ 5 min read This post is mostly AI generated, of course with significant guidance, feedback, iteration and some edits from me. There was little for me to gain writing this myself, but I felt it needed to be written down regardless. Kolmogorov complexity and Solomonoff's theory of inductive inference offer formal, theoretical solutions to measuring complexity and forming predictions. However, both are uncomputable, a fact that is often treated as having significant implications in computabilit

Libxml2's "no security embargoes" policy

Libxml2's "no security embargoes" policy [LWN subscriber-only content] Welcome to LWN.net The following subscription-only content has been made available to you by an LWN subscriber. Thousands of subscribers depend on LWN for the best news from the Linux and free software communities. If you enjoy this article, please consider subscribing to LWN. Thank you for visiting LWN.net! Libxml2, an XML parser and toolkit, is an almost perfect example of the successes and failures of the open-source mov

WhatsApp Brings Meta AI-Powered Summaries to Your Texts

Tyler Lacoma Editor / Home Security For more than 10 years Tyler has used his experience in smart home tech to craft how-to guides, explainers, and recommendations for technology of all kinds. From using his home in beautiful Bend, OR as a testing zone for the latest security products to digging into the nuts and bolts of the best data privacy guidelines, Tyler has experience in all aspects of protecting your home and belongings. With a BA in Writing from George Fox and certification in Technic

31 Best Early Amazon Prime Day Deals On Products We Tested (2025)

Amazon Prime Day 2025 is fast approaching, and the sale is already underway on some items. To help you find the best early Prime Day deals, we've scoured Amazon for deals on the tech we love. As always, every deal we recommend here is on a product our reviewers have personally tested and approved—you won't find any shoddy dupes or mystery brands here. This year Prime Day runs for four days, July 8-11, rather than the usual two. That means there's twice as long to suffer save. Twice as long to s

Getty drops key copyright claims against Stability AI, but UK lawsuit continues

Getty Images dropped its primary claims of copyright infringement against Stability AI on Wednesday at London’s High Court, narrowing one of the most closely watched legal fights over how AI companies use copyrighted content to train their models. The move doesn’t end the case entirely – Getty is still pursuing other claims as well as a separate lawsuit in the U.S. – but it underscores the gray areas surrounding the future of content ownership and usage in the age of generative AI. The developm

Best early Prime Day PlayStation 5 deals: My 33 favorite sales live now

'ZDNET Recommends': What exactly does it mean? ZDNET's recommendations are based on many hours of testing, research, and comparison shopping. We gather data from the best available sources, including vendor and retailer listings as well as other relevant and independent reviews sites. And we pore over customer reviews to find out what matters to real people who already own and use the products and services we’re assessing. When you click through from our site to a retailer and buy a product or

Best early Prime Day phone deals: My 15 favorite sales live now

'ZDNET Recommends': What exactly does it mean? ZDNET's recommendations are based on many hours of testing, research, and comparison shopping. We gather data from the best available sources, including vendor and retailer listings as well as other relevant and independent reviews sites. And we pore over customer reviews to find out what matters to real people who already own and use the products and services we’re assessing. When you click through from our site to a retailer and buy a product or

The 13+ best anti-Prime Day deals 2025 from Best Buy, Walmart, & more: Top sales from Amazon's competition

'ZDNET Recommends': What exactly does it mean? ZDNET's recommendations are based on many hours of testing, research, and comparison shopping. We gather data from the best available sources, including vendor and retailer listings as well as other relevant and independent reviews sites. And we pore over customer reviews to find out what matters to real people who already own and use the products and services we’re assessing. When you click through from our site to a retailer and buy a product or

These Are Our Favorite Supplements for Joint Health in 2025

While "there's not a ton of evidence out there to firmly say one supplement is going to help you over another," Mysore said, glucosamine likely has the most evidence backing its use. Glucosamine naturally occurs in our bodies -- it's in your cartilage and helps your joints function. A glucosamine supplement is believed to help with arthritis in that it can bring down some of the pain brought on by osteoarthritis or rheumatoid arthritis. According to the Arthritis Foundation, glucosamine is commo

Want $200 to Spend This Prime Day? Consider Applying for the Prime Visa

Zooey Liao/CNET Amazon's Prime Day is right around the corner, kicking off July 8. During the four-day event, hundreds of products will be discounted. If you're planning to shop, Amazon just upped the welcome offer on its Amazon Prime card from $150 to $200. It's rare for a credit card to offer a welcome bonus that you don't have to "earn" by spending a certain amount with the card. And while the Prime Visa technically has no annual fee, to get approved for this card, you'll need to be a Prime

Looking at Framework’s progress on software support for its repairable laptops

For the past five years, we've been paying a lot of attention to Framework, the upstart PC company focused on modular, repairable, upgradeable, and customizable laptop designs. So far, Framework has done a solid job of offering a steady stream of hardware upgrades for its systems, particularly the original Framework Laptop 13. But the company's track record on software support—including BIOS updates and driver updates with performance improvements, bug fixes, and important security updates—has

The 31 Best Early Amazon Prime Day Deals (2025)

Amazon Prime Day 2025 is fast approaching, and the sale is already underway on some items. To help you find the best early Prime Day deals, we've scoured Amazon for deals on the tech we love. As always, every deal we recommend here is on a product our reviewers have personally tested and approved—you won't find any shoddy dupes or mystery brands here. This year Prime Day runs for four days, July 8-11, rather than the usual two. That means there's twice as long to suffer save. Twice as long to s

Philips Hue lighting will be more expensive starting July 1st, but you can save on them now

Signify has announced price increases for its Philips Hue smart lighting and accessories starting on July 1st due to US tariffs. As for how much the products will go up in price, that hasn’t been confirmed, but the Hue Wall Washer that was recently launched is 10 percent more expensive than its price in the EU, which may offer an indication of what to expect. If you’ve been meaning to try Philips Hue smart bulbs, or add to your existing collection, this may be your last chance to snag products b

How PC makers exploited BIOS copyright strings to unlock trial software during the Windows 95 era

What just happened? Jokingly referred to as "Plug and Pray" due to its notorious unreliability, the Plug and Play standard was nonetheless a pivotal advancement in simplifying hardware and peripheral configuration during the early Windows 9x era. Beyond easing setup for end users, the technology also played an unexpected role in exposing a cartel of PC manufacturers that had been exploiting a hardware feature to provide full versions of trial software packages to their customers. Microsoft vete

Nvidia’s ‘AI Factory’ narrative faces reality check as inference wars expose 70% margins

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more The gloves came off at Tuesday at VB Transform 2025 as alternative chip makers directly challenged Nvidia’s dominance narrative during a panel about inference, exposing a fundamental contradiction: How can AI inference be a commoditized “factory” and command 70% gross margins? Jonathan Ross, CEO of Groq, didn’t mince words when discussing

AI-powered chat summaries are coming to WhatsApp

Meta is adding a new Message Summaries feature to WhatsApp that uses AI to summarize unread messages in a few bullet points. The feature is built on the Private Processing technique Meta announced at Llamacon in April, and claims to let AI work with content in WhatsApp without exposing any of it to Meta itself. Once the feature appears in your app, you just tap on the onscreen banner over your unread messages with that says "Summarize privately" to receive a summary from Meta AI. The Message Su

Trump Mobile drops its 'made in the USA' claims

The Trump Organization announced a cellular brand earlier this summer, and its main selling point for Trump Mobile was that its T1 smartphone was "made in the USA." It seemed highly unlikely that those claims about the phone were possible. Now, the website for the device has removed all language indicating that it was manufactured in the US. Instead, there is broader language such as "designed with American values in mind" and "Premium Performance. Proudly American." The Verge also noticed that

Every iPhone model that can be updated to iOS 26 (and which ones don't support it)

'ZDNET Recommends': What exactly does it mean? ZDNET's recommendations are based on many hours of testing, research, and comparison shopping. We gather data from the best available sources, including vendor and retailer listings as well as other relevant and independent reviews sites. And we pore over customer reviews to find out what matters to real people who already own and use the products and services we’re assessing. When you click through from our site to a retailer and buy a product or

The best Sam's Club deals to compete with Prime Day: TVs, speakers, laptops, and appliances

'ZDNET Recommends': What exactly does it mean? ZDNET's recommendations are based on many hours of testing, research, and comparison shopping. We gather data from the best available sources, including vendor and retailer listings as well as other relevant and independent reviews sites. And we pore over customer reviews to find out what matters to real people who already own and use the products and services we’re assessing. When you click through from our site to a retailer and buy a product or

Best early Prime Day PC gaming deals: My 32 favorite sales live now

'ZDNET Recommends': What exactly does it mean? ZDNET's recommendations are based on many hours of testing, research, and comparison shopping. We gather data from the best available sources, including vendor and retailer listings as well as other relevant and independent reviews sites. And we pore over customer reviews to find out what matters to real people who already own and use the products and services we’re assessing. When you click through from our site to a retailer and buy a product or

California's Corporate Cover-Up Act Is a Privacy Nightmare

California lawmakers are pushing one of the most dangerous privacy rollbacks we’ve seen in years. S.B. 690, what we’re calling the Corporate Cover-Up Act, is a brazen attempt to let corporations spy on us in secret, gutting long-standing protections without a shred of accountability. The Corporate Cover-Up Act is a massive carve-out that would gut California’s Invasion of Privacy Act (CIPA) and give Big Tech and data brokers a green light to spy on us without consent for just about any reason.

‘M3GAN 2.0’ Is an Antihero Upgrade, But at a Cost

M3GAN 2.0 delivers a bloody slay of a sequel, one that elevates Blumhouse’s sci-fi horror darling and gives its icon an action-packed upgrade–one that works, albeit at the expense of the original’s horror roots. You can’t keep a killer down, or a killer doll for that matter, as the end of the first film teased, as 2.0 opens with M3GAN (voiced by Jenna Davis, and physically portrayed by Amie Donald) having taken refuge in the cloud after he defeat. In the sequel, we discover that while Gemma (Al

Trump Reportedly Cuts Funding for Publisher of Prestigious Nature Journals and Scientific American Magazine

The staff break rooms within federal agencies like the National Institutes of Health may soon get a lot less interesting. According to a report from Axios, the Trump administration has canceled funding and contracts to Springer Nature, including payments for subscriptions to the company’s publications, which include the magazine Scientific American and prominent peer-reviewed research journals under the Nature portfolio. Per Axios, the total contract cuts amount to millions worth of funding for

Heat Domes and Surging Grid Demand Threaten US Power Grids with Blackouts

Key takeaways: The National Weather Service issues an extreme heat warning affecting almost 150 million people across the US. Heat domes are to blame. Parts of the US -- including the Midwest, New England and Texas-Louisiana -- face blackout risks during high-demand periods like summer heat waves. Electricity demand is a primary challenge across the US due to factors like new data centers, electrification and industrial activity. Regional grid risks vary: The Midwest faces plant retirements,