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

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База знаний1 мин

AI Dev 26 x SF | Andi Partovi: Why Every Agent Needs a Simulation Sandbox

So, I'm Andy. I'm the CTO and co-founder of Verifai. Um I'm going to talk about simulation environments for agents. Now, I'm assuming you are here because you're very interested in agents, but I also do want to see a show of hands, who here is building AI agents, not just using…

YouTube — DeepLearning.AI
База знаний1 мин

Prompt Caching Explained: Stop Overpaying for AI Agents

So, let's suppose that you're working with your coding agent and you already have accumulated 50k tokens of context. And then you send an additional 1k tokens for an additional query, an additional question that you send to it. So, that adds a full context of 51,000 tokens. Are…

YouTube — Hugging Face
База знаний1 мин

AI Dev 26 x SF | Ara Khan: Evals Are Broken Use Them Anyway

I'm Era. I'm going to be talking about emails, specifically AI emails like coding agent emails and stuff. And I'm going to talk about how they're broken and how you could still use them anyway. Uh before I start, I just I want to say one thing. It's just like it boggles my mind…

YouTube — DeepLearning.AI
Исследования1 мин

Hugging Face Journal Club: Direct On-Policy Distillation

Okay, so this is quite um interesting paper and a bit uh surprising that uh how it works, but uh basically the idea is that uh in post-training, you have usually uh a pipeline where you have a model and then you uh run RL over that model. And ideally that uh post-RL model should…

YouTube — Hugging Face
База знаний1 мин

Agent Memory EXPLAINED - Complete Architecture

Good morning everyone. If you want your agent to remember things across conversations about yourself, about itself, and what it learns about the world, you're going to need an agent memory system. And today, that's what we're going to be explaining. First of all, we're going to…

YouTube — Hugging Face
База знаний1 мин

Build Your Own App In Just 30 Minutes! Full Course with Andrew Ng

Hi, I'm Andrew Ng. I want to show you how to build fun, useful software using AI, regardless of your background or training. If you're intrigued about using AI or live coding to build cool software, but aren't sure where to start, this course is for you. Let me show you a funny…

YouTube — DeepLearning.AI
Исследования1 мин

Optimize, deploy, and benchmark an open-source LLM with vLLM

I'm thrilled to introduce this course on fast and efficient LLM inference, built in partnership with Red Hat, and taught by Sergey Kliger. Deploying open source LLMs efficiently, so they can serve many users at once with low latency and reasonable cost, is challenging. In this…

YouTube — DeepLearning.AI
Стартапы1 мин

Hugging Face Journal Club: Training AI Scientists to Replicate Research

All right. So this paper um is about a model called Faraday um which was trained by this new startup called inherent and what they train the model to do is to do a very narrow part of like scientific replication. So if I understood correctly, basically they want to take a bunch…

YouTube — Hugging Face
Исследования1 мин

Hugging Face Journal Club: AI Research Preference Models

Yeah, I think it's a really cool paper. Um, I think we've talked a bit about this before or like I think it has been a bit in the in the common discourse that like now that implementation is sped up so much, um, like the the value that researchers can provide is more in their…

YouTube — Hugging Face
База знаний1 мин

Fast inference changes what you can build

Cerebras, which I've been a fan of for a long time, is one of the leaders of fast inference. I'm excited to introduce this short course on fast LM inference built in partnership with Cerebras and taught by Jem Weigall, Satya, and Sara Hooker. Fast inference make new classes of…

YouTube — DeepLearning.AI
Исследования1 мин

We shipped 207 WebGPU Kernels for Browser AI

We just shipped more than 200 WebGPU kernels for browser AI and they are all available open source on the Hugging Face Hub. We also shipped a new library called Hugging Face Kernels that allows you to load and to execute all of those kernels. Let's have a look at this little…

YouTube — Hugging Face
База знаний1 мин

Voice for AI Agents and Applications

I'm thrilled to introduce voice for AI agents and applications built in partnership with Vocal Bridge and AI Fund portfolio company and taught by CEO Ashwin Sharma. Voice is an under-exploited frontier. In this course, you learn how to build agents with voice interactive user…

YouTube — DeepLearning.AI
База знаний1 мин

AI writes your code. Who reviews it?

I basically do not review any of my AI generated code manually. [music] There's just too much of it to look at. Instead, I get AI to do it for me. I'm thrilled to introduce this course on AI code review built in partnership with Codium and taught by Nina and Dupuy. You learn how…

YouTube — DeepLearning.AI
База знаний1 мин

How to Run Local Models in Pi

Good morning everyone. How's it going? Today we're going to be taking a look at how to run local models on Pi. And wait, lots of us have been running local models on Pi for a long time, but I figured that it is a good time to give you a complete tutorial on how to do this. So,…

YouTube — Hugging Face
База знаний1 мин

Flow matching for Beginners | @ariG23498

Hello everybody. I am Auditory and today I'm going to talk about flow matching. Consider this video as an addendum to the blog post that I have recently written on the same topic. And in this video we are going to talk about a few things. Number one is going from noise to…

YouTube — Hugging Face
База знаний1 мин

st Place Winner: Coding Agent Calls Developer to Resolve Code Block

Всем привет. Меня зовут Николаос из Греции, и это моя демонстрация для 7- дневного челленджа по созданию голосового ИИ. В левом верхнем углу вы видите облачный терминал, CLI работает без присмотра. Ниже слева вы также видите панель управления Vocal Bridge для агента, созданного…

YouTube — DeepLearning.AI
Исследования1 мин

Transformers.js v4.3: Structured Output in the browser

We finally released Transformers.js version 4.3 and it's packed with really cool features. Yes, it has been a while since 4.2 and the main reason for that is that we spent a lot of time with the new Hugging Face Canvas library that released last week. But let's have a look at…

YouTube — Hugging Face
Стартапы1 мин

nd Place Winner: Coding Agent Calls Developer to Pitch Launch Strategy

Okay, so I've asked Claude to go ahead with um finishing a project and the positioning for a company called Tempo. And I've told it I want to go for a walk. I don't want to be at the computer and to call me only if it reaches a point decision that it can't decide. So it's going…

YouTube — DeepLearning.AI
База знаний1 мин

rd Place Winner: Voice AI Prevents Data Loss. Coding Agent Calls Developer Before Deleting Records

Привет, это моя демонстрация. Я в облачном коде с включенными правами доступа. Я дал ему реальную задачу: удалить дубликат записи клиента, и сейчас я ее запущу. Это ситуация, о которой идет речь: агент работает без присмотра и сталкивается с проблемой. Подвох в том, что это не…

YouTube — DeepLearning.AI
Исследования1 мин

Predict next week's weather yourself

Everybody um I am Oritro and uh with me is Emma. So hi. Say hi Emma. >> Hello. >> And uh today what we think we are going to do is a private huddle call uh in hugging face and we are just going to make it live to everybody. And the entire um idea behind this uh call would be to…

YouTube — Hugging Face
База знаний1 мин

Take back control of your AI coding workflow

I'm excited to introduce a new course, AI coding workflows from cloud to local, built in partnership with JetBrains. AI coding agents like Cloud Code and Codex are now a key part of how we code, and they're convenient because these systems make a lot of decisions for you. In…

YouTube — DeepLearning.AI
База знаний1 мин

Build Your Own Open-Source Dots with Pi and Telegram

Good morning, everyone. How's it going today? So, recently OpenAI released dots, which are always-on agents that are very specialized in their specific use case. So, for example, if you can have a dot to be a research assistant, another dot to be a personal assistant with access…

YouTube — Hugging Face
Исследования1 мин

HF Buckets: Upload Only What Changed with Xet

Hello everyone. Welcome to this video on stop wasting bandwidth. If you work with large datasets, you're probably re-uploading the same bytes over and over again. But there's a better way, and that's what we're going to discuss in this video. Here's what we're going to cover in…

YouTube — Hugging Face
База знаний1 мин

Build AI agents that learn from experience

Learn More: https://bit.ly/4iu7p9F Introducing Building Adaptive AI Agents, a short course built in partnership with Oracle and taught by Nacho Martínez, Data Scientist Advocate at Oracle, and Casius Lee, AI Developer Advocate at Oracle. Agents don't need to relearn the job…

YouTube — DeepLearning.AI
Исследования1 мин

AI Dev | San Francisco 2026 | 2,599 AI Developers

[music] >> Over the last year, AI Dev Scale from a few hundred people to this one of about [music] 3,000 attendees. So many hallway conversations, great presentations. Someone told me it feels like a music festival to have so many people here chatting, buzzing, talking about…

YouTube — DeepLearning.AI
Исследования1 мин

Full Course: Spec-Driven Development with Coding Agents

Добро пожаловать на курс по разработке на основе спецификаций, созданный совместно с JetBrains. Разработка на основе спецификаций —это лучший на сегодня рабочий процесс для создания серьезных приложений с помощью ИИ-агентов. Вы даете ИИ-агенту Markdown-файл или подробный промпт…

YouTube — DeepLearning.AI
База знаний1 мин

PewDiePie Is Building an AI Assistant: Here's How

Good morning, everyone. How's it going? So, PewDiePie is doing AI now, and I figured that this is a great moment and a great opportunity to explain to you exactly what he is building, how he's doing it, and how you can do the same thing. Because I figured that a lot of you might…

YouTube — Hugging Face
Исследования1 мин

The Data Engineering Professional Certificate is now on DeepLearning.AI

Hi, I'm Joe Reis and today I'm excited to share with you the launch of a series of courses, the Data Engineering Professional Certificate Program in partnership with Deep Learning AI and Amazon Web Services. If you're someone who is just getting started on your own data…

YouTube — DeepLearning.AI
Исследования1 мин

Build a Business Dashboard with AI in MINUTES (for dummies...)

Good morning everyone. How's it going? Today we're going to be taking a very quick look at how to create a dashboard for a business analyst use case uh from a data set. So suppose that you have your CSV file and you want to create a business dashboard to showcase to your…

YouTube — Hugging Face
База знаний1 мин

Building AI Assistants with On-Device Memory

Для многих приложений ИИ запуск непосредственно на устройстве, будь то телефон, ноутбук или что-то еще, открывает возможности, которые сложнее реализовать, если всё зависит от облака. ИИ может оставаться в непосредственной близости к данным, с которыми он работает. Он может…

YouTube — DeepLearning.AI