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WHY2025: How to become your own ISP [video]

How to become your own ISP Nick Bouwhuis 34 min 34 min 1.1k 1.1k Fahrplan This talk will take you along with a deep dive on how the internet works at its core and how you can participate yourself. You'll learn all about BGP, AS- numbers, IP-prefixes and more. Ever wanted to become sovereign on the internet? Want to know what its like to run an ISP? Are you a sysadmin that wants to learn more about networking? Then you're at the right place. This talk will take you along with a deep dive o

How to become your own ISP (WHY2025) [video]

How to become your own ISP Nick Bouwhuis 34 min 34 min 231 231 Fahrplan This talk will take you along with a deep dive on how the internet works at its core and how you can participate yourself. You'll learn all about BGP, AS- numbers, IP-prefixes and more. Ever wanted to become sovereign on the internet? Want to know what its like to run an ISP? Are you a sysadmin that wants to learn more about networking? Then you're at the right place. This talk will take you along with a deep dive on

Optimizing My Disk Usage Program

In my previous post, Maybe the Fastest Disk Usage Program on macOS, I wrote about dumac. A very fast alternative to du -sh that uses a macOS-specific syscall getattrlistbulk to be much faster than the next leading disk usage program. I received some great technical feedback in the Lobsters thread. After implementing some of the suggestions, I was able to increase performance by ~28% on my large benchmark. hyperfine --warmup 3 --min-runs 5 './before temp/deep' './after temp/deep' Benchmark 1: .

Topics: 128 deep inode ms temp

It shocked the market but has China's DeepSeek changed AI?

It shocked the market but has China's DeepSeek changed AI? 1 day ago Share Save Lily Jamali • @lilyjamali North America Technology Correspondent Reporting from San Francisco Share Save Shutterstock US President Donald Trump had been in office scarcely a week when a new Chinese artificial intelligence (AI) app called DeepSeek jolted Silicon Valley. Overnight, DeepSeek-R1 shot to the top of the Apple charts as the most downloaded free app in the US. The firm said at the time its new chatbot riv

DeepMind thinks its new Genie 3 world model presents a stepping stone toward AGI

Google DeepMind has revealed Genie 3, its latest foundation world model that can be used to train general-purpose AI agents, a capability that the AI lab says makes for a crucial stepping stone on the path to “artificial general intelligence,” or human-like intelligence. “Genie 3 is the first real-time interactive general purpose world model,” Shlomi Fruchter, a research director at DeepMind, said during a press briefing. “It goes beyond narrow world models that existed before. It’s not specifi

Google DeepMind's Genie 3 can dynamically alter the state of its simulated worlds

At start of December, Google DeepMind released Genie 2. The Genie family of AI systems are what are known as world models. They're capable of generating images as the user — either a human or, more likely, an automated AI agent — moves through the world the software is simulating. The resulting video of the model in action may look like a video game, but DeepMind has always positioned Genie 2 as a way to train other AI systems to be better at what they're designed to accomplish. With its new Gen

DeepMind reveals Genie 3 “world model” that creates real-time interactive simulations

While no one has figured out how to make money from generative artificial intelligence, that hasn't stopped Google DeepMind from pushing the boundaries of what's possible with a big pile of inference. The capabilities (and costs) of these models have been on an impressive upward trajectory, a trend exemplified by the reveal of Genie 3. A mere seven months after showing off the Genie 2 "foundational world model," which was itself a significant improvement over its predecessor, Google now has Geni

DeepMind reveals Genie 3, a world model that could be the key to reaching AGI

Google DeepMind has revealed Genie 3, its latest foundation world model that the AI lab says presents a crucial stepping stone on the path to artificial general intelligence, or human-like intelligence. “Genie 3 is the first real-time interactive general purpose world model,” Shlomi Fruchter, a research director at DeepMind, said during a press briefing. “It goes beyond narrow world models that existed before. It’s not specific to any particular environment. It can generate both photo-realistic

What was the first computer to win a chess match against a world champion?

Choose wisely! The correct answer, the explanation, and an intriguing story await. Correct Answer: IBM Deep Blue (1996) When Verizon bought AOL in 2015, how many people were still paying for dial-up Internet? IBM's Deep Blue became the first computer to defeat a reigning world chess champion under standard tournament time controls, a major milestone in both chess and artificial intelligence history. On February 10, 1996, Deep Blue won the first game of a six-game match against Garry Kasparov

Gemini adds powerful new Deep Think model - what it does and who can try it

Google / Elyse Betters Picaro / ZDNET Two weeks ago, Google and OpenAI touted their models' award-winning performance at the International Math Olympiad (IMO). Now, Google is making a version of its model available to the public. Also: This one feature could make GPT-5 a true game changer (if OpenAI gets it right) On Friday, Google launched Deep Think in the Gemini app for Google Ultra subscribers, a premium subscription tier that costs $250 per year or $125 for the first three months. Althou

Google's Powerful New AI Model Can Solve Your Most Complex Problems. If You Can Afford It

A supercharged version of Google's Gemini 2.5 large language model recently reached gold medal status at the International Mathematical Olympiad. Now you can ask a version of it (only a bronze medalist) to answer your toughest math questions. Like, how am I going to pay $250 a month for this AI subscription? Naturally, this new version of Google's Gemini 2.5 Deep Think is designed for complicated questions that require much more work than you'd expect from a free or cheap AI chatbot. Google sai

Deep Agents

Using an LLM to call tools in a loop is the simplest form of an agent. This architecture, however, can yield agents that are “shallow” and fail to plan and act over longer, more complex tasks. Applications like “Deep Research”, “Manus”, and “Claude Code” have gotten around this limitation by implementing a combination of four things: a planning tool, sub agents, access to a file system, and a detailed prompt. Acknowledgements: this exploration was primarily inspired by Claude Code and reports o

Google releases Olympiad medal-winning Gemini 2.5 ‘Deep Think’ AI publicly — but there’s a catch…

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Google has officially launched Gemini 2.5 Deep Think, a new variation of its AI model engineered for deeper reasoning and complex problem-solving, which made headlines last month for winning a gold medal at the International Mathematical Olympiad (IMO) — the first time an AI model achieved the feat. However, this is unfortunately not the i

Google rolls out its most powerful Gemini model yet

Google AI Ultra subscribers now have access to Deep Think, Google’s most advanced reasoning model yet for Gemini 2.5. The new model was first unveiled at Google I/O , and after feedback from "early trusted testers," is now being rolled out to a wider audience. For now, access is limited to the highest-tier AI subscription Google offers, which will run you a cool $250 per month. The public version of Deep Think is a variation of the model that recently achieved a gold-medal standard at the Inter

Gemini 2.5 Deep Think

Today, we’re making Deep Think available in the Gemini app to Google AI Ultra subscribers – the latest in a lineup of extremely capable AI tools and features made exclusively available to them. This new release incorporates feedback from early trusted testers and research breakthroughs. It’s a significant improvement over what was first announced at I/O, as measured in terms of key benchmark improvements and trusted tester feedback. It is a variation of the model that recently achieved the gold

Google’s Advanced AI Model Is Now Available to Try—for $250 a Month

Google just made one of its most advanced AI reasoning models available to the public. Like other advanced models, Gemini 2.5 Deep Think uses more than one AI agent to brainstorm answers in order to boost accuracy and result in more creative solutions. Google says the model outperformed several of its competitors in key AI benchmark tests and a variation of the model even achieved the gold-medal standard at this year’s International Mathematical Olympiad (IMO), solving five out of the six IMO p

Google releases Gemini 2.5 Deep Think for AI Ultra subscribers

Google is unleashing its most powerful Gemini model today, but you probably won't be able to try it. After revealing Gemini 2.5 Deep Think at the I/O conference back in May, Google is making this AI available in the Gemini app. Deep Think is designed for the most complex queries, which means it uses more compute resources than other models. So it should come as no surprise that only those subscribing to Google's $250 AI Ultra plan will be able to access it. Deep Think is based on the same found

Deep Think in the Gemini app

Today, we’re making Deep Think available in the Gemini app to Google AI Ultra subscribers – the latest in a lineup of extremely capable AI tools and features made exclusively available to them. This new release incorporates feedback from early trusted testers and research breakthroughs. It’s a significant improvement over what was first announced at I/O, as measured in terms of key benchmark improvements and trusted tester feedback. It is a variation of the model that recently achieved the gold

You can use Google's Math Olympiad-winning Deep Think AI model now - for a price

Google Two weeks ago, Google and OpenAI touted their models' award-winning performance at the International Math Olympiad (IMO). Now, Google is making a version of its model available to the public. Also: This one feature could make GPT-5 a true game changer (if OpenAI gets it right) On Friday, Google launched Deep Think in the Gemini app for Google Ultra subscribers, a premium subscription tier that costs $250 per year or $125 for the first three months. Although the model is a variation of

Google releases its award-winning Math Olympiad model, but it'll come at a price

Google Two weeks ago, Google and OpenAI touted their models' award-winning performance at the International Math Olympiad (IMO). Now, Google is making a version of its model available to the public. Also: This one feature could make GPT-5 a true game changer (if OpenAI gets it right) On Friday, Google launched Deep Think in the Gemini app for Google Ultra subscribers, a premium subscription tier that costs $250 per year or $125 for the first three months. Although the model is a variation of

Google rolls out Gemini Deep Think AI, a reasoning model that tests multiple ideas in parallel

Google DeepMind is rolling out Gemini 2.5 Deep Think, which, the company says, is its most advanced AI reasoning model, able to answer questions by exploring and considering multiple ideas simultaneously and then using those outputs to choose the best answer. Subscribers to Google’s $250-per-month Ultra subscription will gain access to Gemini 2.5 Deep Think in the Gemini app starting Friday. First unveiled in May at Google I/O 2025, Gemini 2.5 Deep Think is Google’s first publicly available mu

Why CI/CD Still Doesn't Include Continuous Documentation?

In my 15+ years as a developer, one of the most persistent headaches I’ve seen across teams is outdated documentation. I’ll admit it, I’ve shipped features and moved on without updating the docs. A month later, a new teammate is onboarding or someone is debugging an issue, and they run into a README or guide that no longer reflects reality. It’s frustrating for them and embarrassing for us. I’m certainly not alone in this habit. Maintaining documentation is often the last thing on a developer’

Claude Code Router

Claude Code Router 中文版 A powerful tool to route Claude Code requests to different models and customize any request. ✨ Features Model Routing : Route requests to different models based on your needs (e.g., background tasks, thinking, long context). : Route requests to different models based on your needs (e.g., background tasks, thinking, long context). Multi-Provider Support : Supports various model providers like OpenRouter, DeepSeek, Ollama, Gemini, Volcengine, and SiliconFlow. : Support

Welcome to the Year of Hell With Nacelle’s New ‘Star Trek’ Action Figures

Nacelle’s new Star Trek line of figures may only just be getting ready to beam in, but we’re already chomping at the bit to see more of what the company has in store beyond a first wave of some truly delightful deep cuts. While we already know the lineup for wave two of the new line—revealed by none other than io9 ourselves back in March—now we can reveal two of our most anticipated figures in the plastic flesh. To celebrate San Diego Comic-Con (and Nacelle’s panel at the convention, happening

Topics: deep line nog trek wave

Google DeepMind's Aeneas model can restore fragmented Latin text

At its best, AI is a tool, not an end result. It allows people to do their jobs better, rather than sending them or their colleagues to the breadline. In an example of "the good kind," Google DeepMind has created an AI model that restores and contextualizes ancient inscriptions. Aeneas (no, it's not pronounced like that) is named after the hero in Roman mythology. Best of all, the tool is open-source and free to use. Ancient Romans left behind a plethora of inscriptions. But these texts are oft

Gemini Deep Think learns math, wins gold medal at International Math Olympiad

The students participating in the annual International Math Olympiad (IMO) represent some of the most talented young computational minds in the world. This year, they faced down a newly enhanced array of powerful AI models, including Google's Gemini Deep Think. The company says it put its model to the test using the same rules as human participants, and it improved on an already solid showing from last year. Google says its specially tuned math AI got five of the six questions correct, which is

LLM architecture comparison

It has been seven years since the original GPT architecture was developed. At first glance, looking back at GPT-2 (2019) and forward to DeepSeek-V3 and Llama 4 (2024-2025), one might be surprised at how structurally similar these models still are. Sure, positional embeddings have evolved from absolute to rotational (RoPE), Multi-Head Attention has largely given way to Grouped-Query Attention, and the more efficient SwiGLU has replaced activation functions like GELU. But beneath these minor refi

The Big LLM Architecture Comparison

It has been seven years since the original GPT architecture was developed. At first glance, looking back at GPT-2 (2019) and forward to DeepSeek-V3 and Llama 4 (2024-2025), one might be surprised at how structurally similar these models still are. Sure, positional embeddings have evolved from absolute to rotational (RoPE), Multi-Head Attention has largely given way to Grouped-Query Attention, and the more efficient SwiGLU has replaced activation functions like GELU. But beneath these minor refi

OpenAI’s Windsurf deal is off, and Windsurf’s CEO is going to Google

is The Verge’s senior AI reporter. An AI beat reporter for more than five years, her work has also appeared in CNBC, MIT Technology Review, Wired UK, and other outlets. OpenAI’s deal to buy Windsurf is off, and Google will instead hire Windsurf CEO Varun Mohan, cofounder Douglas Chen, and some of Windsurf’s R&D employees and bring them onto the Google DeepMind team, Google and Windsurf announced Friday. Mohan and the Windsurf employees will focus on agentic coding efforts at Google DeepMind an

OpenAI’s Windsurf deal is off — and Windsurf’s CEO is going to Google

is The Verge’s senior AI reporter. An AI beat reporter for more than five years, her work has also appeared in CNBC, MIT Technology Review, Wired UK, and other outlets. OpenAI’s deal to buy Windsurf is off, and Google will instead hire Windsurf CEO Varun Mohan, cofounder Douglas Chen, and some of Windsurf’s R&D employees and bring them onto the Google DeepMind team, Google and Windsurf announced Friday. Mohan and the Windsurf employees will focus on agentic coding efforts at Google DeepMind an