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

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Stop paying for AI, run everything locally (here’s how)

Big labs are not going to talk about this, but continue learning. The idea of improving the models for your own [music] use cases, for your own workflows. Big labs have no incentive of providing users with that because [music] they're training their models for the normal…

YouTube — David Ondrej (AI Agents)
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Learn to build to better AI Agents through better Context

I'm excited to share context engineering, a course from deeplearning.ai built in partnership with Chroma. Agents are rapidly advancing, carrying out increasingly complex and lengthy tasks, [music] and working independently for hours or even days. All the data generated along the…

YouTube — DeepLearning.AI
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Giannis x Google Search: Miami Pickup Hoops

Live from the 305. I've been in Miami for a minute. I haven’t seen no streetball. [a player shouting] Let's go! That's what I'm talking about. [Giannis continues] Let's see what Google Search can do. [Giannis voicing the query] Okay. [Giannis continues] José Martí. Okay. Yes,…

YouTube — Google Research
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Что помогло мне не сдаться и остаться в США

It was difficult, of course, Tanzhar. I flew to America, to Vandam, and realized that I had actually flown to an America where I missed such mundane things as, for example, plov. I missed my friends, my family. Everything was different, the language was different. And in those…

YouTube — Armeta Kazakhstan
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You need a better headshot.

[music] And now, the Chad GPT images forecast. >> This is on your radar. As always, I'm Cole Frontier. Let's get into it. Zooming out, a corporate headshot system has formed over the entire professional sector. It is a distinctly low pressure [music] system, completely bypassing…

YouTube — OpenAI Official
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AI-агенты в бурении: как это работает на практике

простым языком информацию, что вы делаете, как вы делаете, для чего вы делаете и почему вы это делаете. Что такое корва простым языком? Вот представь себе буровую установку. Это по сути свои железа. Корва подключается к сенсорам вот этого железа и заставляет это железо быть…

YouTube — Armeta Kazakhstan
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Идея на миллион: как мы внедрили AI-сервис

Я вижу вот в вашей ситуации потенциально каким образом можно там сделать квантовый скачок, [музыка] постараться, может быть, перейти в AI Native Services бизнес. Да, >> именно ты первый подал, кстати, идею в этом. Я поговорил с нашим управленческим составом. Мы внедрили эту идею…

YouTube — Armeta Kazakhstan
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Тизер Armeta Talks

У нас компания сейчас 300 сотрудников. Да, и я знаю, как это сложно каждый день приходить, знаешь, метафоры, выражаясь, снимать перчатки и вот боксёрские сражаться с рынком, но сегодня мы оцениваемся, скажем, ну, 700-800 млн долларов, но никак 2,5 млрд. И у нас 105 клиентов…

YouTube — Armeta Kazakhstan
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Work IQ: MCP Retrieve Tool

🚀 Meet the new retrieve MCP tool in Work IQ! The new retrieve tool enables agents to search a user’s workplace data across emails, files, meetings, Teams messages, people, and connected enterprise sources, bringing relevant organizational knowledge directly into agentic…

YouTube — Microsoft Developer
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Как в Казахстане делают духи?

My name is Zakir bin Matli. I am the CEO of the Aromat perfume factory. We produce toilet water, perfumes, children's fragrances, as well as car and room scents here. Initially, at full capacity, we were intended to produce 2 million bottles per year. Over time, our products…

YouTube — Digital Business KZ
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My favorite new image editing tool

This is one of the coolest things I've seen this week. If you haven't played with Core 3 yet, you've got to try it. Now, this isn't sponsored. This is just an AI image editing tool that I've found to be really cool. So, check this out. I can upload like a YouTube thumbnail,…

YouTube — Matt Wolfe
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AMD Just Killed AI Subscriptions Forever (Ryzen AI Halo: Gorgon Halo)

Новый процессор Ryzen AI Halo вмещает в себя внушительные 192 ГБ унифицированной памяти в крошечном корпусе для настольного компьютера. AMD утверждает, что этого достаточно для запуска моделей искусственного интеллекта с 300 миллиардами параметров прямо у вас на столе, и это…

YouTube — AI Master
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Trainium’s Journey to Native PyTorch

Robert Hundt, VP Distinguished Engineer at Amazon, will deliver the keynote “Trainium’s Journey to Native PyTorch” at PyTorch Conference North America 2026. PyTorch now runs natively on AWS Trainium with no code changes required. The keynote will cover how AWS enabled eager mode…

YouTube — PyTorch Official
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Turn messy notes into clean PDFs with Google Search ✨

When my study notes look like this, but I want them to look like this, I use this tool. First, I open up Google Search. Then I just take a picture directly in AI Mode. I can tell it to make me a printable PDF, and then I can download it, make any edits I want, print it out, and…

YouTube — Google Research
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Pi Durable: AI agents that survive crashes

Your agent sent 4 of 5 emails… then crashed. A regular coding agent leaves you with a half-finished tool call and a "continue" prayer. Pi Durable checkpoints every task and tool call (SQLite / JSONL), so when the process restarts, the agent resumes where it left off. It's not a…

YouTube — Hugging Face
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New Claude Prompts You Need To Try

Claude just got 3 powerful new upgrades. Here's how to use them: 1. Motion can transform boring reports into animated explainer videos in seconds. 2. Dashboards can turn your business data into interactive, live dashboards with a simple prompt. 3. And Claude Haiku 5.5 let's you…

YouTube — Matt Wolfe
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This is the new ChatGPT Voice, powered by GPT Live

Seventeen down. Eight letters. Something you might dig up. Hmm, let me think about that. Artefact fits quite nicely. Or maybe skeleton? Uh… potatoes? Yes, that works too. Ah, can we pick this up later? Sure thing. Here when you need me. Hello. Meet the new ChatGPT Voice, powered…

YouTube — OpenAI Official
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This is the new ChatGPT Voice, powered by GPT Live

Kann man mich hören? Sind wir schon? Ich wäre dann soweit. Ein Foto vielleicht. Selfie Mädels. Ja, super. Der war klasse. Heute stellen wir das neue Voice Modell von Chechi Bidi vor. Bidirektional und Full Duplex. Das leistungsfähigste, das wir je gebaut haben. Was heißt das?…

YouTube — OpenAI Official
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This is the new ChatGPT Voice, powered by GPT Live

These six sausages are so dry, you can’t tell if they’re sausages. These six sausages are so dry, you can’t tell if they’re sausages. – Hmm, not bad. – You started easy. Right, are you ready, Monique? This is the all-new ChatGPT Voice, powered by GPT Live. – A complete…

YouTube — OpenAI Official
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Pi Durable EXPLAINED: Build Always-On Agents with Local Models

Good morning everyone. How's it going today? Uh today we're going to be taking a look at Pi Durable and how you can use it to create your own always-on agent applications, okay? I know that it has been a little bit chaotic recently since the release because it's not very clear…

YouTube — Hugging Face
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The AI Memory Wall: Why LLMs & AI Accelerators Hit a Bottleneck

Hello everyone, over the past two decades, the compute capabilities of single chips have grown about 6,000 times. You would expect that workloads would be six times as fast, but this is not the case. Often engineers, when they profile their workloads, they don't see much…

YouTube — IBM Technology AI
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Context Engineering for AI Agents: 4 Failure Modes to Avoid

Context windows have grown from, well, a few thousand tokens to, well a lot bigger, like a million or more. And that's room for more stuff, more instructions, tool results, docs, you name it. So, if we think about AI agents, and we give them access to this big old context…

YouTube — IBM Technology AI
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How DeepSeek Uses Less Memory

the supply is constrained and thus the prices rise. So going back to DeepSeek, the KV cache only needs a fourth of the HBM and then they also need 1/8 of the SSD storage. Well, they're able to serve many more tokens without necessarily having to pay for all that memory. The…

YouTube — Matthew Berman
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Who could it be? 🧐

Float over to AI Mode and search to reveal 🌊🦦

YouTube — Google Research
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FREE Claude vs FREE ChatGPT– You DON'T Need a Subscription!

Зачем платить 20 долларов в месяц за ИИ, если у ChatGPT и Claude есть бесплатные тарифы? Я решил провести 10 тестов в реальных условиях, чтобы понять, как далеко можно зайти без оплаты. И мы увидим, кто из них на самом деле дает больше. Начнем с первого теста. Это задача,…

YouTube — AI Master
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Kimi убил Claude? Реакт на ИИ-блоггеров

Раз мы заговорили там про клод на выходные, давайте мы поговорим про то, как нам предлагают сделать этот клод бесплатным. Оговорюсь то, что я клодом сам не пользуюсь. И я знаю то, что клод довольно дорогой, считается стандартным индустрии. Вот. И есть куча ребят, которые…

YouTube — Amorev