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Evaluating LLMs for my personal use case

Most models are excellent, so cost and latency dominate. It’s great that AI can win maths Olympiads, but that’s not what I’m doing. I mostly ask basic Rust, Python, Linux and life questions. So I did my own evaluation. I gathered 130 real prompts from my bash history (I use command line tool llm). I had Qwen3 235B Thinking and Gemini 2.5 Pro group them into categories. They both chose very similar ones, broadly (with examples): Programming - “Write a bash script to ..” Sysadmin - “With curl

The iPhone 17 Release Date Is Coming Up Fast, but When? Leaks Hint at an Exact Date

Google just announced the Pixel 10 series of phones, which look to be the last major phone releases until Apple unveils the iPhone 17 next month. Nailing down exact dates for the new iPhone models is always a moving target due to the company's secrecy, but a number of reports and leaks are bringing reliable dates more into focus. Once the rumored iPhone 17, iPhone 17 Air, Pro and Pro Max are revealed, we'll be able to confirm speculation about colors, display, cameras and more. We'll also learn

Amazon AGI Labs chief defends his reverse acquihire

In Brief When Amazon hired the founders of AI startup Adept last year, it was one of the first examples of what became known as a reverse acquihire — a deal where a large company hires key startup team members and licenses its technology, rather than acquiring the startup outright. Adept’s co-founder and former CEO David Luan subsequently became the head of Amazon’s new AGI Lab, and while Luan’s recent interview with The Verge is ostensibly focused on Amazon’s vision for AI agents, reporter Al

Scientists Propose a Smarter Way to Hunt for Alien Radio Signals

The search for extraterrestrial intelligence (SETI) has yet to detect alien technosignatures like radio waves, but the cosmos is vast, and there are plenty of places left to look. New research suggests refining our search parameters by using our own broadcasts into deep space as a helpful guide. Research published earlier this week in Astrophysical Journal Letters suggests we search for alien signals by studying how we beam strong, directed transmissions during two-way communication with our de

‘Star Trek’ Journalists, Ranked

The potential for what journalism looks like in Star Trek is a heady idea that’s been around as long as the series itself. What does reporting the news look like in utopia? What does it mean that the Federation has its own news networks, alongside a host of interstellar media organizations? What does freedom of information mean in a universe that has Starfleet? And yet, we’ve actually had very few characters appear in the series as fully dedicated journalists and reporters. That changed a littl

Two men fell gravely ill last year; their infections link to deaths in the ’80s

Four men in Georgia, all living in the same county, mysteriously became infected with a potentially deadly soil bacterium that's normally found in the tropics and subtropics, particularly Southeast Asia and northern Australia. The four cases were tied together not just by their shared location but also by the bacterial strain; whole genome sequencing showed the bacteria causing all four infections were highly related, suggesting a shared source of their infections. But this bacterium doesn't te

Ghislaine Maxwell Says She First Met Elon Musk at Sergey Brin’s Birthday Party

Elon Musk infamously threw Donald Trump under the bus in June when he insisted that the president was “in the Epstein files,” a reference to the late sex offender Jeffrey Epstein. But a newly released interview with Epstein associate Ghislaine Maxwell might put the spotlight back on Musk when it comes to all things Epstein. Maxwell, who’s in prison for sex trafficking a minor, was recently interviewed by Todd Blanche, the president’s former personal attorney and now a top official at the U.S. D

Thank God, ‘Fallout’ Season 2 Will Release Weekly

Just as Lucy, the star of Fallout, continues to learn about the decimated world around her, so too has its streamer, Prime Video. After inexplicably breaking its own mold and releasing the entire first season of the show at once, season two will be released weekl. It premieres on December 17, “with the eight-episode season rolling out with one new episode weekly until the season finale on February 4,” according to a press release. Hallelujah! The first season of the show was a massive success f

US military’s X-37B spaceplane stays relevant with launch of another mission

The US military's reusable winged spaceship rocketed back into orbit Thursday night atop a SpaceX rocket, kicking off a mission that will, among other things, demonstrate how future spacecraft can navigate without relying on GPS signals. The core of the navigation experiment is what the Space Force calls the "world's highest performing quantum inertial sensor ever used in space." This is one of many payloads mounted on the military's X-37B spaceplane when it lifted off aboard a Falcon 9 rocket

Got a scary T-Mobile text about your account? Here’s what it really means

Joe Maring / Android Authority TL;DR T-Mobile sent a text about “Authorized Users” that some customers mistook as a fraud warning. It was confirmed to be a mass informational campaign, not an unauthorized purchase attempt. It’s not the first eyebrow-raising SMS from the carrier this month. If you’re on T-Mobile, you might be starting to get a bit concerned about the carrier’s comms strategy. Following a security-related text from the carrier earlier this month that looked scammy but was real

SpaceX, Boeing team up for another flight of the military’s X-37B spaceplane

The US military's reusable winged spaceship rocketed back into orbit Thursday night atop a SpaceX rocket, kicking off a mission that will, among other things, demonstrate how future spacecraft can navigate without relying on GPS signals. The core of the navigation experiment is what the Space Force calls the "world's highest performing quantum inertial sensor ever used in space." This is one of many payloads mounted on the military's X-37B spaceplane when it lifted off aboard a Falcon 9 rocket

Y Combinator says Apple’s App Store has hindered startup growth

Y Combinator has filed an amicus brief in the ongoing legal battle between Apple and Epic Games, arguing that the App Store has stifled startup innovation. We’ve reached out to legal reps for YC and Apple for comment. The brief comes during the years-long legal dispute. Epic Games first filed an antitrust lawsuit against the iPhone maker in 2020 in protest of Apple taking a 30% fee for every purchase made in the App Store, as well as in-game purchases. Epic claimed in its suit that Apple unlaw

The warning signs the AI bubble is about to burst

“When will the internet bubble burst?” the cover story of Barron’s asked on March 20 2000. “That unpleasant popping sound is likely to be heard before the end of this year.” In fact, that same day, one of the most high-profile tech businesses of the moment suffered a share price plunge of 60pc. A flood of other collapses followed, evaporating trillions of dollars. Now, some on Wall Street fear that “unpleasant popping sound” may be imminent for the artificial intelligence (AI) boom. On Tuesda

Silksong is out soon, and indie games are getting out of the way

is a news editor covering technology, gaming, and more. He joined The Verge in 2019 after nearly two years at Techmeme. Yesterday, Hollow Knight: Silksong developers Team Cherry announced a September 4th release date for the long-awaited game, and indie developers are announcing delays to get out of the way of the launch. Silksong is a full sequel to the excellent Hollow Knight and is currently the most wishlisted game on Steam, so it’s likely going to be very popular when it’s finally availabl

All managers make mistakes; good managers acknowledge and repair

“There is a crack in everything. That’s how the light gets in.” — Leonard Cohen Let me tell you something that will happen after you become a manager: you’re going to mess up. A lot. You’ll give feedback that lands wrong and crushes someone’s confidence. You’ll make a decision that seems logical but turns out to be completely misguided. You’ll forget that important thing you promised to do for someone on your team. You’ll lose your temper in a meeting when you should have stayed calm. The real

DeepSeek hints latest model will be compatible with China’s ‘next generation’ homegrown AI chips

Chinese artificial intelligence startup DeepSeek has hinted that China will soon have homegrown "next generation" chips to support its AI models, while announcing an update to one of its large language models. In a comment under a post on its official WeChat account, DeepSeek said the "UE8M0 FP8" precision format of its newly released model V3.1 is tailored for the next-generation domestically built chips that will be launched soon. FP8, or 8-bit floating point, is a data processing format tha

The Best Deals From REI’s 2025 Labor Day Sale

Isn't amazing how fast summer goes by? The kids are back in school, and it's time for the annual REI Labor Day Sale. This year’s event kicks off today, August 22, and ends on Labor Day, September 2. Many items are up to 30 percent off, and REI Co-op members save 20 percent on any REI Outlet item. To get the member discount, add the promo code SAVEOUTLET at checkout. We've rounded up the best deals on all our favorite tents, backpacks, sleeping bags, pads, cookware, outdoor apparel and more. We'

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Here’s everything new Apple TV+ has coming in September

Apple TV+ has been having its best year ever, and shows no signs of letting up. The fall lineup on Apple TV+ is easily the streamer’s strongest to date, and it all kicks off in September. Major returning series like Slow Horses and The Morning Show are big highlights, but Apple also has two movies and an intriguing new crime thriller series premiering. Here’s everything new coming to Apple TV+ in September. Highest 2 Lowest When: September 5 What: Movie Genre: Crime Thriller When a titan mu

The Management Skill Nobody Talks About

“There is a crack in everything. That’s how the light gets in.” — Leonard Cohen Let me tell you something that will happen after you become a manager: you’re going to mess up. A lot. You’ll give feedback that lands wrong and crushes someone’s confidence. You’ll make a decision that seems logical but turns out to be completely misguided. You’ll forget that important thing you promised to do for someone on your team. You’ll lose your temper in a meeting when you should have stayed calm. The real

DeepSeek-v3.1

DeepSeek-V3.1 Release Introducing DeepSeek-V3.1: our first step toward the agent era! 🚀 🧠 Hybrid inference: Think & Non-Think — one model, two modes ⚡️ Faster thinking: DeepSeek-V3.1-Think reaches answers in less time vs. DeepSeek-R1-0528 🛠️ Stronger agent skills: Post-training boosts tool use and multi-step agent tasks Try it now — toggle Think/Non-Think via the "DeepThink" button: https://chat.deepseek.com/ 🔹 deepseek-chat → non-thinking mode 🔹 deepseek-reasoner → thinking mode 🧵 128K

DeepSeek hints latest model will be supported by China’s ‘next generation’ homegrown AI chips

Chinese artificial intelligence startup DeepSeek has hinted that China will soon have homegrown "next generation" chips to support its AI models, while announcing an update to one of its large language models. In a comment under a post on its official WeChat account, DeepSeek said the "UE8M0 FP8" precision format of its newly released model V3.1 is tailored for the next-generation domestically built chips that will be launched soon. FP8, or 8-bit floating point, is a data processing format tha

Tesla Will Use a Powerful New Weapon in AI Race

Tesla will partner up with AI darlings DeepSeek and Bytedance’s Doubao on new tools in its cars in China, according to a document uploaded to Tesla’s official website. Bloomberg reports that Doubao will work on voice command-related tools like the temperature in a Tesla, navigation, and in-car entertainment, while DeepSeek will handle the AI side of things. The move may be a way for Tesla to boost its Chinese deliveries, which dropped 8.4% from December to June compared to the same time period

I Guessed the New iOS Release Date Before: Here's My Guess for iOS 26

Apple announced iOS 26 at its Worldwide Developers Conference in June, and the tech giant has since released multiple beta versions of the software. Those versions bring new features, like a Liquid Glass design and call screening to block spam callers, to the iPhones of developers and beta testers. You can expect many of those capabilities to land on your iPhone soon. Apple said it will release the update to the general public this fall, which is good but not the most helpful timeframe. But if

Apple TV+ subscription price increasing to $12.99 per month from today

Apple today announced that the monthly price of Apple TV+ is rising in the United States and some international markets. From today, the monthly subscription will cost $12.99, up from $9.99. Existing subscribers will see the price change 30 days after the next renewal date. The pricing for yearly TV+ subscriptions and the Apple One services bundle remains unchanged. In a statement, Apple said that Apple TV+ has expanded its deep library of originals since launch, and that Apple One is the “the

DeepSeek-v3.1 Release

DeepSeek-V3.1 Release Introducing DeepSeek-V3.1: our first step toward the agent era! 🚀 🧠 Hybrid inference: Think & Non-Think — one model, two modes ⚡️ Faster thinking: DeepSeek-V3.1-Think reaches answers in less time vs. DeepSeek-R1-0528 🛠️ Stronger agent skills: Post-training boosts tool use and multi-step agent tasks Try it now — toggle Think/Non-Think via the "DeepThink" button: https://chat.deepseek.com/ 🔹 deepseek-chat → non-thinking mode 🔹 deepseek-reasoner → thinking mode 🧵 128K

‘Star Trek: Strange New Worlds’ Did a Documentary Episode That Should’ve Been Killed in the Edit

Star Trek: Strange New Worlds is, at this point, very clearly a series that is unafraid to dabble in its format on a regular basis. That can lead to episodes of Star Trek that don’t necessarily look or feel like what we expect of Star Trek, even if they still play with ideas and approaches that fit into what the franchise has done for generations now. This week’s Strange New Worlds definitely fits into both of those ideas, with an episode in a new format, an in-universe documentary, and an episo

Administration will review all 55M visa holders for deportable violations

WASHINGTON (AP) — The Trump administration said Thursday that it is reviewing more than 55 million people who have valid U.S. visas for any violations that could lead to deportation, marking a growing crackdown on foreigners who are even permitted to be in the United States. In a written answer to a question from The Associated Press, the State Department said all U.S. visa holders, which can include tourists from many countries, are subject to “continuous vetting,” with an eye toward any indic

Tesla Takes So Long to Report Crash Data, Even Trump’s Regulators Are Taking Notice

It turns out it’s actually possible for a corporation to drag its feet for so long that even the Trump administration takes issue with it. The National Highway Traffic Safety Administration announced that it will investigate Tesla’s habit of taking months to submit accident reports that involve the company’s driver-assistance technology, according to a report from Reuters. Just how late is Tesla getting its crash report information to the NHTSA? The agency asks that companies submit reports wit

Tesla is dragging its feet in reporting FSD and Autopilot crashes to the government

is transportation editor with 10+ years of experience who covers EVs, public transportation, and aviation. His work has appeared in The New York Daily News and City & State. Posts from this author will be added to your daily email digest and your homepage feed. Tesla is under investigation for failing to report crashes involving its partially autonomous driving technology in a timely manner. The National Highway Traffic Safety Administration requires automakers to report crashes involving adv

Tesla faces U.S. auto safety probe over faulty crash reporting

Elon Musk, CEO of SpaceX and Tesla, attends the Viva Technology conference at the Porte de Versailles exhibition center in Paris on June 16, 2023. Elon Musk's Tesla is facing a federal probe by the National Highway Traffic Safety Administration after the U.S. auto safety agency found that the company was not reporting crashes as required. According to documents posted to NHTSA's website on Thursday, the agency's Office of Defects Investigation had "identified numerous incident reports" from Te