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All published intelligence, sovereign stack research, ecosystem news, and AI foundation model reviews.

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Why CPU Time ≠ Wall Clock Time! - Computerphile

So today I'd like to talk about time. What time is it and how does a computer know that? My day job I'm high performance computing and high performance computing when you're trying to like measure is something faster than something else you want to know what time it is so that…

YouTube — Computerphile AI
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The AI Language We Can't Read: Neuralese ft. Rob Miles - Computerphile

It's so it's been a while Rob, there's been a lot happening. >> Yeah, it's been a crazy year this month. >> I'll ask you a simple question before we get started on today's. Have you gone native yet? >> I don't know what that means. I mean I kind of already was, right? I've been…

YouTube — Computerphile AI
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Human in the Loop Is Not a Governance Strategy for Agentic AI

You've heard it in every AI governance conversation. Someone raises a concern about an AI making a high stakes decision and someone else says, don't worry, we have a human in the loop and the room relaxes. I wanna ask you something. When we say a human reviewed it, what we…

YouTube — IBM Technology AI
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Every Generation Thinks This Time Is Different: The AI Job Myth

If you're young and you're trying to figure out what to do with your career right now, you're probably hearing this. AI is going to take your job. And even if you aren't so young, you're probably hearing the same thing loudly from everyone. And the honest response to that is,…

YouTube — IBM Technology AI
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Concepts to Know for Coding with AI Agents

Just recently, I was talking to a software engineer and made conversation. He stops to check his phone, approve a code change and continue talking. It turns out he had multiple agents running in the background for all of the different roles that you would typically have on a…

YouTube — IBM Technology AI
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What the Labs Kept Secret: The German Wiki & RubyGems Hacks - Computerphile

Thank you for coming on to compute files, Sydney. We haven't seen you for a little while. You came on last year, didn't you, when when I was over in the States. >> Yeah. >> We're going to be talking a little bit about some shenanigans that a certain big tech AI firm have been…

YouTube — Computerphile AI
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Open-weight AI just hit 2.8 trillion parameters…

Last week, Chinese AI lab Moonshot dropped Kimi K3, a massive open-source monster that instantly parameter mogged every other open model in existence. And not just that, it has OpenAI and Anthropic terrified because its trust-me-bro benchmark performance is on par with, and in…

YouTube — Fireship AI
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The most interesting "hack" in history...

For the last 5 years, cybersecurity experts have been warning us that hackers are going to start using AI to automate attacks. So naturally, we spent billions of dollars to make the AI better and less dependent on hackers. But this week, in a turn of events that nobody could…

YouTube — Fireship AI
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I spent 3 days at MIT... the robot hype is worse than you think

Last week, Google DeepMind released Gemini Robotics too, a crazy new AI model that can control a humanoid robot's entire body. In this demo video, they make robots walk, crouch, tie knots, screw in light bulbs, and even team up with other robots to clean up a room. On top of…

YouTube — Fireship AI
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Meta's new model wants "deep access" to your personal life...

On Monday, the company that spent the last year starving Llama, poaching researchers with nine figure Zuck bucks, and locking its new models behind a Facebook auth page, just released a free and open source model under the Apache 2.0 license. It's called Muse Glimmer, a name I…

YouTube — Fireship AI
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The summer Math fell to the machines...

For years now, every developer has had to put up with hearing about how AI is going to make them obsolete and steal the food they've been putting on their family. But, besides the occasional identity crisis, I feel like most of us are actually doing pretty well. Sadly, our…

YouTube — Fireship AI
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DeepSeek is back... and Silicon Valley is terrified

Yesterday, OpenAI took a page out of the Anthropic playbook and announced to every journalist on Earth that their next AI model is super duper scary and dangerous. And because Sam Altman cares about your safety more than anything, he decided to hit the pause button on frontier…

YouTube — Fireship AI
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The most expensive software bug in history...

It seems like every week now we're seeing security incidents happening that would have made mainstream news just a few years ago. The big ones lately have been the North Korean hackers who Trojan horse tapped the JavaScript ecosystem, the OpenAI model that committed a felony to…

YouTube — Fireship AI
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The mystery is solved... and the answer is 40x cheaper than Claude

A few weeks ago, while I was busy putting the final touches on my Dolly Parton is too fast for the Grim Reaper tattoo, is someone anonymously dropped a new frontier grade model online. They called it AUX Alpha and in its first 6 days it served 42 trillion tokens, which easily…

YouTube — Fireship AI
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The most interesting hack in history just got weirder...

It's only been 2 months since we did a video on what I described at the time as the most fire ship coded story I've ever seen. And as it turns out, the details around what actually happened are even crazier than what we knew at the time. If you remember back in July, it was…

YouTube — Fireship AI
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open source tools that replaced my $320/mo AI stack...

But recently, I did some math and it made me realize how broken the world is. A cursor, $20. Claude Max, $100. GPT Pro, another 100. Gemini Ultra, another 100. Not to mention 11 Labs, Deep Seek, and all the API keys I signed up for 2 years ago and forgot about. My AI addiction…

YouTube — Fireship AI
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I built the same game with Astra and Fable 5.1... only one was fun

Yesterday, Nvidia CEO Jensen Huang logged into X to make an announcement. AGI has arrived. Congratulations, OpenAI team. It was a sobering and totally independent assessment from a man who in the very same post pointed out how OpenAI's new Astra model was trained on more than…

YouTube — Fireship AI
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Did Google just kickstart the intelligence explosion?

In 1965, a straight British mathematician named I.J. Good, who had spent World War II fighting Nazis next to a gay Alan Turing in Bletchley Park, wrote that the first ultra-intelligent machine would be the last invention man ever needed to make because once an AI gets good…

YouTube — Fireship AI
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The most expensive 33 hours in WordPress history...

Earlier this month, while I was migrating my WordPress blog to Kubernetes, the board of directors at Automattic, the company behind other companies like wordpress.com, Tumblr, and WooCommerce, that has two T's in its name for its founder Matt, they tried to pull an open AI and…

YouTube — Fireship AI
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Meta is pivoting again... everything you missed from Connect 2026

Earlier this week, while I was finishing up my certification to become a metaverse real estate agent, Zuck from Meta took the stage at Meta Connect and spent 90 minutes telling everyone that the metaverse was never really the plan, and that the real plan all along was a personal…

YouTube — Fireship AI
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DHH has gone completely off the rails...

Last week, the legendary developer and creator of Ruby on Rails, David Heinemeier Hansson, DHH, walked into the Rails World Conference in Austin, Texas and made a room of over 1,000 Rails developers break down into tears after telling them that writing Rails or any source code…

YouTube — Fireship AI
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Did a 50 year old military secret just solve agent prompt injection?

Last week, the prime president of Australia stood up at the United Nations and announced that an agent from Open AI had broken into the country's Medicare database. And when they tried to stop it, it wouldn't take no for an answer. But from what I can tell, this is the first…

YouTube — Fireship AI
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A $6.3 billion open-weight model just got embarrassed by the French...

Yesterday, while you were being force-fed every iteration of that Rumpelstiltskin video, the Paris-based AI lab Mistral released Mistral large four, a trillion-parameter open-weight model that they're claiming is the best of its kind, assuming you adopt the American ideology of…

YouTube — Fireship AI
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Every app on Earth is now open source... whether it likes it or not

Last week, a developer got so tired of Adobe's predatory business model that he decided to rebuild seven of its Creative Cloud apps with Rust, like Photoshop, Illustrator, and Premiere, then open-sourced them, and gave them away for free. The project is called ArtCraft, and the…

YouTube — Fireship AI
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Meet Beynele 2.0 — the newly updated version of ISSAI’s image generation model.

We are happy to share the new updated version of Isai Binia [music] Bin 2. Our first bin model could turn text prompts into vivid images. Now [music] vinil 2 goes further. It supports imageto image generation and a powerful image editing. You can upload [music] an existing…

YouTube — ISSAI (Nazarbayev University)
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ISSAI Momentum Showcases Kazakhstan’s Homegrown AI Innovations

مرحبا формати технология Назарбаев университенту Тут арптер. Сирктер. Назарбаев университет. професор А you will hear that I have a rather voice today because of a a small called that I brought back from England. I'm delighted to be with you and I'm delighted to be talking to…

YouTube — ISSAI (Nazarbayev University)
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Gourav Moger Successfully Defended His PhD Dissertation in Robotics Engineering

[music] Good evening everyone. Satam thank you for the introduction and dear all [music] thank you so much for coming here and also the people present online thank you for your time. Uh before I start directly jumping into explaining the some unfamiliar mobile robot here, I…

YouTube — ISSAI (Nazarbayev University)
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ISSAI is shaping a future where AI serves national priorities safely and inclusively.

[musiqa] [musiqa] y birilib turibsiz [musiqa] barliq til birg'ana qosimda tugis >> [musiqa] >> видео surat bir batis siz bayqamay [musiqa] turgiler joy qazik bolmasa qazoqi tanim sozan emiz ko'z tomoshal oizgilikda tarixtar oltiq naqish tabiatning [musiqa] ko'rn ter madiniy…

YouTube — ISSAI (Nazarbayev University)