Publication Catalog

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

344
Stories
Исследования1 мин

Hugging Face Journal Club: Scaling Laws for Pre-training & RL

Uh, this paper is actually quite interesting. It dives into something that that has been I guess a question an open question for the Ember communities the Um, we can call them like scaling laws for post-training. And then how is pre-training allocation of compute impact…

YouTube — Hugging Face
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
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
Исследования1 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
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
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
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
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
Исследования1 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
Исследования1 мин

[1hr Talk] Intro to Large Language Models

hi everyone so recently I gave a 30-minute talk on large language models just kind of like an intro talk um unfortunately that talk was not recorded but a lot of people came to me after the talk and they told me that uh they really liked the talk so I would just I thought I…

YouTube — Andrej Karpathy
Исследования1 мин

OpenAI 员工因录音设备被捕

好吧,这简直就是电影里的。一名 OpenAI 员工刚刚因在 Open AI 办公室内放置复杂的录音设备而被 FBI 逮捕。这就是设备的样子,这就是那个人的样子。这是疯狂的部分。 Open AAI 发现...

YouTube — Matthew Berman
Исследования1 мин

Block on Finding and Fixing Security Risks with OpenAI

“Now you know and now you can take action before someone else knows.” A weakness in your code can be part of a much bigger attack. Seeing how those weaknesses connect gives defenders a clearer picture of where to act. Block’s Chief Information Security Officer, James Nettesheim,…

YouTube — OpenAI Official
Исследования1 мин

Block on Finding and Fixing Security Risks with OpenAI

“Now you know and now you can take action before someone else knows.” A weakness in your code can be part of a much bigger attack. Seeing how those weaknesses connect gives defenders a clearer picture of where to act. Block’s Chief Information Security Officer, James Nettesheim,…

YouTube — OpenAI Official
Исследования1 мин

ПОЛГОДА ДО КАТАСТРОФЫ! OpenAI Закупает БУНКЕРЫ! Anthropic и OpenAI Ожидают КИБЕРХАОС!2027 это Конец

Всем привет. В этом выпуске самые главные свежие новости об искусственном интеллекте и технологиях. OpenAI и Anthropic готовятся к масштабной и катастрофе в 2027 году. Более 1100 сотрудников и компаний призвали замедлить развитие нейросетей. Почему миллиардеры Кремниевой долины…

YouTube — AI Flash News
Исследования1 мин

OpenAI Just Changed What It Means To Do Math

Something is changing in the world of mathematics and science and it is changing fast. Open AAI just released hundreds of AI generated mathematical results including claims that would have sounded completely impossible just a few months ago. I've been scrolling so much here.…

YouTube — Two Minute Papers
Исследования1 мин

Anthropic Признал Сознание! CLAUDE ПОЧУВСТВОВАЛ БОЛЬ! ИИ Запретили Пытать! ИИ Способен СТРАДАТЬ!

Всем привет. В этом выпуске самые главные свежие новости об искусственном интеллекте и технологиях. Компания Anthropic официально запретила издеваться над Claude. Почему Anthropic допускает, что искусственный интеллект способен страдать? Если Claude обладает сознанием, не…

YouTube — AI Flash News
Исследования1 мин

ULTIMATE Claude Tutorial: How to Use Claude AI for Beginners in 2026

Бесплатная модель Claude теперь отстает от Opus всего на два балла в тесте, основанном на реальных рабочих задачах в 44 профессиях. В этом бенчмарке Sonnet 3.5 набирает 1844 балла, а Opus 3.5—1846, что примерно на 400 баллов выше, чем у Sonnet 3. Anthropic также заявляет, что…

YouTube — AI Master
Исследования1 мин

DeepSeek Solved AI’s Memory Problem

What if the best way for an AI to remember a book is to stop reading it? You see, every word an AI reads becomes tokens, and tokens are expensive. The longer the book, the more the AI chokes on it. But, we humans do something strange. We don't remember everything perfectly. Some…

YouTube — Two Minute Papers
Исследования1 мин

Новости ИИ – OpenAI готовится к катастрофе, Haiku 5.5, Nano Banana 2.1

Лидеры и компании готовятся к судному дню, который наступит уже через полгода. Антропик выпускает клод хайку 5, по дешёвая, быстрое, дерзкая, всё, как мы любим, гораздо лучше, чем Луна. Компания будет раздавать бесплатные кредиты каждый месяц всем. Уквозь подписка за стоит 200…

YouTube — ProdAdvice
Исследования1 мин

OpenAI ПЕРЕВЕРНУЛ Правила! GPT-7 Превзошёл Гениев! Учёных СПИСЫВАЮТ В Архив! Математики в Панике!

Всем привет. В этом выпуске самые главные свежие новости об искусственном интеллекте и технологиях. Вероятно, секретная модель GPT-7 от OpenAI представила 722 математические работы. Anthropic и Google DeepMind также совершают математические открытия. Можно ли считать новую…

YouTube — AI Flash News
Исследования1 мин

How Sophos cuts threat response time by 96% with OpenAI Daybreak

I'm John Peterson. I'm chief technology officer at Sophos. And in my role, I'm responsible for all of the R&D for the company. So, all the [music] products that we build, all the threat intelligence that goes into those products, and the support organization that supports those…

YouTube — OpenAI Official
Исследования1 мин

OpenAI’s “Alien Math” Is Freaking People Out

The math apocalypse has begun. Scott Aaronson calls this the biggest day in mathematical history. A global coalition of mathematicians formed together to oppose AI math. Only humans allowed. No clankers. Now, Anthropic worried that some of these strongly worded letters might…

YouTube — Wes Roth
Исследования1 мин

OpenAI УНИЧТОЖИЛ Математику! Учёные В Ярости! НАУЧНЫЙ МИР В ПАНИКЕ! Математики Больше Не Нужны!

Всем привет. В этом выпуске самые главные свежие новости об искусственном интеллекте и технологиях. OpenAI опубликовала 722 математические работы, созданные ИИ. Почему математическое сообщество обвиняет OpenAI в нечестной игре? Сооснователь XAI предсказал конец традиционной…

YouTube — AI Flash News
Исследования1 мин

How OpenAI Puts ChatGPT to Work | DevDay 2026

Привет. Спасибо, что сегодня с нами. Меня зовут Ник. >> А я—Даниэль. >> Мы работаем в команде по взаимодействию с разработчиками здесь , в OpenAI. Позвольте начать с небольшого опроса в зале. Поднимите руку те, у кого начало дня выглядит так: почта пуста, в голове ясность, и вы…

YouTube — OpenAI Official
Исследования1 мин

DeepMind's New AI Just Cracked The Code Of Life

If you can completely sort of really understand the workings of a cell, that will have amazing consequences for the fight against diseases like cancer. >> I feel like I've been dropped into a science fiction movie. Like we we could only dream of of having technology like this…

YouTube — Two Minute Papers
Исследования1 мин

R&D Part 2

Oh my goodness, it's the championship [music] leader of Palou. >> Winning the 18th title for CGR it would mean everything. >> If Chip Ganassi [music] wins the season, they'll be the winningest team in IndyCar history. >> Palou returns. >> Stories like these are just so exciting…

YouTube — OpenAI Official