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Should we revisit Extreme Programming in the age of AI?

The pace of software output has never been faster. AI tooling and decades of platform innovation have dramatically lowered the barrier to code creation. With just a few prompts or API calls, it is now possible to generate entire products, features, infrastructure, and functionality in hours rather than weeks. And yet, despite all this acceleration, delivery outcomes remain stubbornly poor. Too many initiatives underdeliver, budgets continue to overrun, and users are left underserved. If cheaper

What Are AI Hallucinations? Why Chatbots Make Things Up, and What You Need to Know

If you've used ChatGPT, Google Gemini, Grok, Claude, Perplexity or any other generative AI tool, you've probably seen them make things up with complete confidence. This is called an AI hallucination -- although one research paper suggests we call it BS instead -- and it's an inherent flaw that should give us all pause when using AI. Hallucinations happen when AI models generate information that looks plausible but is false, misleading or entirely fabricated. It can be as small as a wrong date i

The Biden-Era Plan to Pay Travelers for Airline-Caused Delays Is Dead

For a brief moment, it looked like US travelers might finally get automatic cash when an airline's own problems wrecked their plans. The Department of Transportation, under former President Joe Biden, drafted a rule requiring carriers to pay passengers at least $200 and up to $775 for the longest holdups. The compensation would cover meals, hotels, ground transport and rebooking when disruptions were within the airline's control. But no longer. On Sept. 5, the Trump administration's DOT offici

Anthropic Agrees to $1.5 Billion Settlement for Downloading Pirated Books to Train AI

Anthropic has agreed to pay $1.5 billion to settle a lawsuit brought by authors and publishers over its use of millions of copyrighted books to train the models for its AI chatbot Claude, according to a legal filing posted online. A federal judge found in June that Anthropic’s use of 7 million pirated books was protected under fair use but that holding the digital works in a “central library” violated copyright law. The judge ruled that executives at the company knew they were downloading pirat

Apertus 70B: Truly Open - Swiss LLM by ETH, EPFL and CSCS

Apertus Table of Contents Model Summary Apertus is a 70B and 8B parameter language model designed to push the boundaries of fully-open multilingual and transparent models. The model supports over 1000 languages and long context, it uses only fully compliant and open training data, and achieves comparable performance to models trained behind closed doors. The model is a decoder-only transformer, pretrained on 15T tokens with a staged curriculum of web, code and math data. The model uses a new

Relace (YC W23) Is Hiring for Code LLMs (SF)

Hey, we're a highly technical team building code generation models, and growing fast. We're looking for people who are down to scrap and love to build -- on both technical and GTM/Devrel roles. If you have a Physics, Math, CS degree; and training fast codegen models is something that piques your interest, please email me directly at [email protected].

Family Baffled By Waymo Robotaxis Constantly Hanging Out in Front of Their House

Waymo robotaxis are making their way to more American cities, but they're not always winning the hearts and minds of the people who live there. The autonomous cars have been spotted blundering the wrong way down a street and causing traffic jams, and residents have quickly grown fed up with their obnoxious back-up noise. They're also, apparently, haunting random locations like a conspicuous stalker. Just ask one Los Angeles couple, Lisa Delgin and Zach Tucker, who claim that ever since a Waymo

Data modeling guide for real-time analytics with ClickHouse

This article was written as part of my services Querying billions of weather records and getting results in under 200 milliseconds isn’t theory; it’s what real-time analytics solutions provide. Processing streaming IoT data from thousands of sensors while delivering real-time dashboards with no lag is what certain business domains need. That’s what you’ll learn at the end of this guide through building a ClickHouse-modeled analytics use case. You’ll learn how to land data in ClickHouse that is

How big are our embeddings now and why?

Sep 1 2025 #embeddings #openai #anthropic #huggingface #dimensionality A few years ago, I wrote a paper on embeddings. At the time, I wrote that 200-300 dimension embeddings were fairly common in industry, and that adding more dimensions during training would create diminishing returns for the effectiveness of your downstream tasks (classification, recommendation, semantic search, topic modeling, etc.) I wrote the paper to be resilient to changes in the industry since it focuses on fundamenta

Art Is Only Part of These Awesome New Pop Culture Portraits

The right frame can take a great piece of art and make it spectacular. With the right combination of matte, outline, and color, a frame can draw your attention towards the art or work to make it more beautiful. Artist Jayson Weidel’s new show, “Shadowboxers,” is the epitome of that, as he’s taken relatively straightforward portraits and accentuated them with elaborate themed frames. io9 has your exclusive look at some of his latest creations. “Shadowboxers: Round 1” will be on display Monday, S

Gemini's 'Nano Bananas' AI Image Editing Is Fun, but I Ran Into Too Many Slipups

I've been trying out the image editing capabilities in Google's latest generative AI model, and you can, too. Named Gemini 2.5 Flash Image, it upgrades the ability to edit your photos natively in Gemini. AI enthusiasts have referred to it as the "nano bananas" model, spurred on by a series of teasers from Google execs. Google has been investing heavily in its generative media models this year, dropping updated versions of its image and video generator models at its annual I/O developers confere

The best new computers to replace your old Windows 10 PC

With Microsoft officially ending support for Windows 10 on October 14, anyone with an older PC is faced with a dilemma. Sure, you can kick the can down the road by signing up for the free 12-month Extended Security Updates. But even if your computer meets the minimum system requirements for a free Windows 11 upgrade, anything older than a year won't be able to take advantage of Microsoft's Copilot+ AI PC features, like Windows Recall or Studio Effects for video chats. So if you've already been f

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Data Modeling Guide for Real-Time Analytics with ClickHouse

This article was written as part of my services Querying billions of weather records and getting results in under 200 milliseconds isn’t theory; it’s what real-time analytics solutions provide. Processing streaming IoT data from thousands of sensors while delivering real-time dashboards with no lag is what certain business domains need. That’s what you’ll learn at the end of this guide through building a ClickHouse-modeled analytics use case. You’ll learn how to land data in ClickHouse that is

ChatGPT Glossary: 56 AI Terms Everyone Should Know

AI is rapidly changing the world around us. It's eliminating jobs and flooding the internet with slop. Thanks to the massive popularity of ChatGPT to Google cramming AI summaries at the top of its search results, AI is completely taking over the internet. With AI, you can get instant answers to pretty much any question. It can feel like talking to someone who has a doctoral degree in everything. But that aspect of AI chatbots is only one part of the AI landscape. Sure, having ChatGPT help do yo

Relace (YC W23) Is Hiring for Code LLM's (SF)

Hey, we're a highly technical team building code generation models, and growing fast. We're looking for people who are down to scrap and love to build -- on both technical and GTM/Devrel roles. If you have a Physics, Math, CS degree; and training fast codegen models is something that piques your interest, please email me directly at [email protected].

The Paradigm

Over the past decade, some of the most remarkable AI breakthroughs—AlphaGo, AlphaStar, AlphaFold1, VPT, OpenAI Five, ChatGPT—have all shared a common thread: they start with large-scale data gathering (self-supervised or imitation learning, or SSL) and then use reinforcement learning to refine their performance toward a specific goal. This marriage of general knowledge acquisition and focused, reward-driven specialization has emerged as a the paradigm by which we can reliably train AI systems to

DeepSeek Is Working on an AI Agent. Will It Be Better Than ChatGPT?

China-based DeepSeek is working on developing a new agentic generative AI model, Bloomberg reports, citing anonymous sources. Agentic AI is the latest wave of AI technology. AI agents are a kind of digital assistant; they can complete tasks without a lot of human oversight. AI agents can do anything from coding to ordering you a pizza, as my colleague Imad Khan recently tested. Details about the specifics of the DeepSeek agent model are still fuzzy. An August update to DeepSeek's V3 model was

Lego's $1,000 Death Star Is No Moon. It's Not Even a Sphere

Lego has unveiled the UCS (Ultimate Collector Series) Death Star, a $1,000 model and the most expensive Lego set of all time. With a whopping 9,023 pieces, it measures 27.5 inches (70 cm) tall, 31 inches (79 cm) wide and 10.5 inches (27 cm) deep. Yes, it's big. Yes, it's round. No, it's not a sphere. But this model of the Death Star does capture the spirit of the iconic Star Wars space station. The set is divided into smaller dioramas of scenes from both the original Death Star and the Death S

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Should AI Get Legal Rights?

In the often strange world of AI research, some people are exploring whether the machines should be able to unionize. I’m joking, sort of. In Silicon Valley, there’s a small but growing field called model welfare, which is working to figure out whether AI models are conscious and deserving of moral considerations, such as legal rights. Within the past year, two research organizations studying model welfare have popped up: Conscium and Eleos AI Research. Anthropic also hired its first AI welfare

Here's How Much the iPhone 17 Pro and 17 Pro Max Will Reportedly Cost After Price Hike

Less than a week before Apple officially unveils all the details on its iPhone 17 lineup, the rumor mill is buzzing with estimates of what each of the four predicted model types will cost. For those who are anticipating purchasing an iPhone 17 Pro or Pro Max, there may be an increase in price over last year's model. Citing a report from Trendforce, the website Macrumors reports that the base iPhone 17 Pro and Pro Max models will cost $1,199, $200 more than the iPhone 16 Pro, but will include tw

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DeepSeek Is Working on an AI Agent: Will It Be Better Than ChatGPT?

China-based DeepSeek is working on developing a new agentic generative AI model, Bloomberg reports, citing anonymous sources. Agentic AI is the latest wave of AI technology. AI agents are a kind of digital assistant; they can complete tasks without a lot of human oversight. AI agents can do anything from coding to ordering you a pizza, as my colleague Imad Khan recently tested. Details about the specifics of the DeepSeek agent model are still fuzzy. An August update to DeepSeek's V3 model was

New TP-Link zero-day surfaces as CISA warns other flaws are exploited

TP-Link has confirmed the existence of an unpatched zero-day vulnerability impacting multiple router models, as CISA warns that other router flaws have been exploited in attacks. The zero-day vulnerability was discovered by independent threat researcher Mehrun (ByteRay), who noted that he first reported it to TP-Link on May 11, 2024. The Chinese networking equipment giant confirmed to BleepingComputer that it is currently investigating the exploitability and exposure of the flaw. Though a pat

Xgimi’s incredibly bright 4K projector targets daytime gamers

is a deputy editor and Verge co-founder with a passion for human-centric cities, e-bikes, and life as a digital nomad. He’s been a tech journalist for 20 years. Posts from this author will be added to your daily email digest and your homepage feed. The new Horizon 20 lineup of 4K Google TV projectors from Xgimi targets gamers who want to play day and night on the biggest screen possible. In addition to promising an incredibly bright image from the flagship model, Xgimi is at IFA 2025 saying th

DuckDuckGo adds access to advanced AI models to its subscription plan

Privacy-focused consumer tech company DuckDuckGo launched a subscription plan last year that bundled a VPN service, personal information removal, and identity theft restoration. The company said Thursday that the subscription now gives users access to the latest AI models through Duck.ai without paying extra. The Duck.ai chatbot is free to use, and users get access to models like Anthropic’s Claude 3.5 Haiku, Meta’s Llama 4 Scout, Mistral AI’s Mistral Small 3 24B, and OpenAI’s GPT-4o mini. Wit

I pay for Google Gemini, but GPT-5 has convinced me to switch to ChatGPT and here’s why

Calvin Wankhede / Android Authority ChatGPT has become the Xerox of the AI world, but OpenAI no longer has the stage to itself. Google has been pushing Gemini deeper into its ecosystem, and every few weeks it feels like another rival pops up with promises of being faster, smarter, or more useful. So when the latest GPT-5 model launched last month, it felt like a release OpenAI couldn’t afford to get wrong. While OpenAI’s benchmarks claim that GPT-5 is better than the competition, the numbers o

DuckDuckGo's subscription now offers some of the latest chatbots from OpenAI and Anthropic

Since the start of last summer, DuckDuckGo has offered a handful of AI chatbots from OpenAI, Anthropic and others directly through its browser. And while it's mostly low-cost models like GPT-4o mini and Claude 3.5 Haiku on offer, the feature, Duck.ai, allows you to use those tools without sacrificing your privacy. As a service, that appears to have resonated with DuckDuckGo users, and now the company is reorienting its Privacy Pro subscription around access to more advanced models from those pro

DuckDuckGo adds access to advanced models to it subscription plan

Privacy-focused consumer tech company DuckDuckGo launched a subscription plan last year that bundled a VPN service, personal information removal, and identity theft restoration. The company said Thursday that the subscription now gives users access to the latest AI models through Duck.ai without paying extra. The Duck.ai chatbot is free to use, and users get access to models like Anthropic’s Claude 3.5 Haiku, Meta’s Llama 4 Scout, Mistral AI’s Mistral Small 3 24B, and OpenAI’s GPT-4o mini. Wit

Incogni vs. DeleteMe: I compared the two best data removal services, and there's a clear winner

Maria Diaz/ZDNET Follow ZDNET: Add us as a preferred source on Google. Data removal services began to appear around 15 years ago, after data brokers realized that data could become a new, valuable currency -- and one ripe for exploitation, given the lack of laws and little to no consumer data privacy protection written into legislation. Incogni and DeleteMe, founded in 2021 as part of VPN provider Surfshark and in 2010 by Abine Privacy, respectively, are two of the most widely-known data remo

Google closer to powering new Siri and Apple’s AI search tool as Perplexity fades

While they’re not exactly tying the knot yet, Siri and Gemini are making plans to spend a lot more time together. That’s according to a new report that details the current state of Apple’s delayed effort to upgrade Siri for the modern era. Apple has considered Google’s Gemini AI as a potential solution to fuel the AI-powered version of Siri that’s currently in development. No decision has been made, however, as Apple also tests its own AI models as well as OpenAI and Anthropic models. The new

OpenAI is hiring 'AI-pilled' academics to build a scientific discovery accelerator

Andriy Onufriyenko/Moment via Getty Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways OpenAI for Science was announced in a Tuesday X post. Its goal is to accelerate scientific discovery through AI. The post suggests GPT-5 will play a key role in the effort. Artificial intelligence researchers have long dreamed of automating the process of scientific discovery. Now OpenAI is setting out to turn that vision into reality. The company is launching an initiative call