Making LLMs Cheaper and Better via Performance-Efficiency Optimized Routing
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You don't have to be chronically online to know that generative AI has infiltrated nearly every part of our online lives. Social media is no exception: Meta's AI chatbot pushes its way into search on Instagram and Facebook, and Grok offers chat and content creation on X. AI video generation features have emerged on Snapchat, YouTube and TikTok. Beyond its reach to users, artificial intelligence is increasingly significant behind the scenes as a professional tool for social media brands and crea
Eager to establish dominance in artificial intelligence, Meta has signed up to use cloud-computing services from Google Cloud in a deal worth at least $10 billion over six years, according to a report from Bloomberg. The deal would expand Meta's capabilities as it continues to push into AI tools and services across its platforms, including Facebook, Instagram and WhatsApp. AI requires an enormous amount of computing resources, which requires more data center bandwidth. In turn, those data cente
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
For being poised to become the richest startup in history, OpenAI's architects seem strikingly ambivalent about its work. The company's CEO is constantly afraid of the technology he's unleashing on the world, a longstanding investor has been driven to what his peers say are signs of psychosis, and even its chairman is panicking about losing his identity to the machine. Speaking on the podcast "Acquired" earlier this week, the chair of OpenAI's board, Bret Taylor, expressed his anxiety that AI
MirageC/Moment via Getty Images Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways: Just 5% of enterprise customers are profiting from generative AI. A bottom-up versus top-down approach can improve implementation success. AI companies are making big promises in a bubble, most of which are unfulfilled. Investment in generative AI may be booming, but most individual businesses using it have yet to see the payoff. In fact, a new MIT study found that 95% of enterprise
The reason humans are so useful is not mainly their raw intelligence. It’s their ability to build up context, interrogate their own failures, and pick up small improvements and efficiencies as they practice a task - "Why I don't think AGI is right around the corner", Dwarkesh Patel In this post, based on our recent experiences selling 7-figure AI deals to Fortune 500s and Silicon Valley tech cos alike, I'll discuss how "confident inaccuracy" seems to be at the heart of this problem. Being C
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Thunderbird Pro August 2025 Update In April of this year we announced Thunderbird Pro, additional subscription services from Thunderbird meant to help you get more done with the app you already use and love. These services include a first ever email service from Thunderbird, called Thundermail. They also include Appointment, for scheduling meetings and appointments and Send, an end-to-end encrypted filesharing tool. Each of these services are open source, repositories are linked down below. Th
Earlier this week at Gamescom, Crunchyroll unveiled a first look at its upcoming Sekiro: Shadows Die Twice anime, Sekiro: No Defeat, which adapts the popular PlayStation Soulslike game developed by FromSoftware, Inc. But in the wake of the trailer’s release, concerns from fans online began to suggest and speculate that some off-looking parts of the trailer may have been down to a use of generative AI. Qzil.la, the studio behind No Defeat, was not prominently featured in its marketing in the tra
In Brief A former software developer has been sentenced to four years in prison for sabotaging his former employer’s network after leaving the company. Davis Lu, 55, was convicted of installing a “kill switch” on the network of his former employer by planting malicious code designed to crash its servers in the event that he was fired. The kill switch was activated when the company terminated Lu’s employment and deactivated his credentials, causing the kill switch, “IsDLEnabledinAD” — referrin
The Made By Google event was not only a showcase of Google’s latest Pixel hardware, but a launchpad for many new AI features. I’m typically skeptical of the current generation of AI, but as I checked out the new software across various demo sessions, I found myself more and more intrigued. It seems like Google, along with Apple and Samsung, has been working on making these AI-powered updates more helpful in a way that might actually make our lives easier or simply more fun. There wasn’t enough
RayNeo Air 3S ZDNET's key takeaways The RayNeo Air 3S is available for $225 These XR glasses provide advanced micro-OLED screens, dual speaker chamber design, and a 201-inch screen visual experience There are no light-blocking shades or electrochromic dimming capability, and productivity support is limited to native MacOS and Windows support. View now at Amazon View now at Amazon more buying choices For a limited time, the RayNeo Air 3S glasses are selling at a 16% discount on Amazon, bringin
Hi HN, we are Liam and Eoghan of Inconvo ( https://inconvo.com ), a platform that makes it easy to build and deploy AI analytics agents into your SaaS products, so your customers can quickly interact with their data. There’s a demo video at https://www.youtube.com/watch?v=4wlZL3XGWTQ and a live demo at https://demo.inconvo.ai/ (no signup required). Docs are at https://inconvo.com/docs. SaaS products typically offer dashboards and reports, which work for high-level metrics but are clunky for dr
What the hell is going on right now? Engineers are burning out. Orgs expect their senior engineering staff to be able to review and contribute to “vibe-coded” features that don’t work. My personal observation is that the best engineers are highly enthusiastic about helping newer team members contribute and learn. Instead of their comments being taken to heart, reflected on, and used as learning opportunities, hapless young coders are instead using feedback as simply the next prompt in their “A
“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
Elon Musk has spent recent weeks promoting his AI tool Grok with an endless parade of animated women in scanty clothing. And while that’s not entirely surprising, the reaction from Musk’s own fans on X is becoming quite comical. Because even people who really like the billionaire Tesla CEO are starting to poke fun at the idea that he seems obsessed with AI-generated sex dolls. “It appears Elon has shifted focus from Mars to Uranus,” one Musk fan tweeted Thursday, ribbing him for his torrent of
Zero Zero Robotics, the makers of the HoverAir line of drones, is suddenly more taken with water than air. The upcoming $1,000 HoverAir Aqua—which is currently crowdfunding on Indiegogo—may be the first drone built for Atlanteans or anybody who spends their free time on open waters. The one major drawback will hinder your total flight times while reminding you of your grade school lessons about why electricity and water don’t mix. Welcome to the drone life aquatic. Now, I know what you’re proba
In this article TXN Follow your favorite stocks CREATE FREE ACCOUNT When Texas Instruments announced a $60 billion manufacturing megaproject in July, it was a bold bet that companies would want to mass produce foundational microchips on U.S. soil. In August, Apple vowed to do just that. During the same Oval Office press conference where President Donald Trump announced a 100% tariff on chips from companies not manufacturing in the U.S., Apple CEO Tim Cook upped his companies' U.S. spending comm
TALLAHASSEE, Fla. — A South Florida lawmaker says it may be time to do away with homeowners associations altogether, as more Floridians speak out about rising fees, costly lawsuits, and even arrests tied to HOA disputes. Watch full report from Forrest Saunders Lawmaker looks to ban HOAs Rep. Juan Carlos Porras (R-Miami) said this week that he is considering filing legislation in the next session that would abolish HOAs statewide. “You know, it might just be time we take a look if HOAs are re
The reason humans are so useful is not mainly their raw intelligence. It’s their ability to build up context, interrogate their own failures, and pick up small improvements and efficiencies as they practice a task - "Why I don't think AGI is right around the corner", Dwarkesh Patel In this post, based on our recent experiences selling 7-figure AI deals to Fortune 500s and Silicon Valley tech cos alike, I'll discuss how "confident inaccuracy" seems to be at the heart of this problem. Being C
Companies all over the world are currently racing to shrink their workforces and replace them with AI. Often, it seems, this isn’t working out for the firms involved. Case in point: A bank in Australia recently did so, but then had to ask its workers to come back after it turned out that the chatbot that it had launched to replace them couldn’t cut the mustard. Last month, the Commonwealth Bank of Australia announced that it would be laying off 45 customer service workers as it rolled out a new
is The Verge’s executive editor. He has covered tech, policy, and online creators for over a decade. Posts from this author will be added to your daily email digest and your homepage feed. The Pixel line has often been on the cutting edge of mobile photography. This year, that means baking AI straight into the camera app and making us grapple with all of the very messy things that means. I’ve been scouring the internet for sample images of the Pixel 10 Pro’s AI-enhanced 100x zoom feature — Pro
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
Nvidia is in talks with the U.S. government about shipping a new, more advanced chip to China, CEO Jensen Huang said on Friday. Earlier this week, Reuters reported the U.S. tech giant is developing a new artificial intelligence chip for China, dubbed the B30A, that will be more powerful than the H20 — the only semiconductor Nvidia is allowed to sell in the country at present. The U.S. has grown concerned in the past few years that advanced American chips could be used in Chinese military applic
That idea is not without its detractors. Among other issues, many feel AI is not capable of the creative thought needed in research, makes too many mistakes and hallucinations, and may limit opportunities for young researchers. Nevertheless, a number of scientists and policymakers are very keen on the promise of AI scientists. The US government’s AI Action Plan describes the need to “invest in automated cloud-enabled labs for a range of scientific fields.” Some researchers think AI scientists c
NurPhoto/Contributor/NurPhoto via Getty Images Get more in-depth ZDNET tech coverage: Add us as a preferred Google source on Chrome and Chromium browsers. Steve Riley, head of IT operations and service management at Mercedes-AMG PETRONAS F1 Team, gave ZDNET a tour of his racing team's state-of-the-art technology campus in Brackley, UK, and reflected on the impact digital and data have on the sport. "Technology is more crucial in Formula One than ever," he said. "Any sort of manufacturing fu
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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
Computer science graduates struggle to secure their first jobs 8 hours ago Share Save Joe Fay Technology Reporter Share Save Eddie Hart Eddie Hart says coding firms seem reluctant to hire recent graduates Eddie Hart studied computer science and cybersecurity at Newcastle University, graduating in 2024. He says he knew getting into the tech workforce would be a challenge, but "I thought it would be a little easier". Even when "junior" roles were advertised, they often demanded two or more year