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

338
Stories
Research1 мин

Why Inference Matters 12x More Than Training | YC Paper Club

[music] >> How's everyone doing today? Woo! All right, it's inference night. Come on, you got to get excited. Okay, I didn't really know how to uh to represent an inference in a pictorial, so I did Halloween. So, I made it uh spookier, as my 3-year-old would say, pookie. Um this…

YouTube — Y Combinator AI
Research1 мин

Kimi K3.1 Invented the Benchmark Scores

Those numbers don't look accurate. Create an image of a graph showing off the benchmarks of Kimmy K 3.1 Pro. This is what it created. And the first thing I notic is it just has these broad categories. Coding, reasoning, mathematics, agentic tasks. So I asked it. I said, "Are…

YouTube — Matthew Berman
Research1 мин

Claude Destroyed ChatGPT: The Only AI You Need in 2026 (Practical Guide)

Anthropic утверждает, что их новый Opus 5.5 превосходит GPT-6 Astra и стоит меньше. Компании любят громкие заявления, поэтому я протестировал обе модели на реальных задачах: от монтажа видео до создания 3D- игры по одной подсказке. Я также дал Sonnet и Soul те же задания, чтобы…

YouTube — AI Master
Research1 мин

Kimi K3.1 Just Revealed The Worlds Most Powerful AI (Beats Fable 5 and GPT-5.6)

Китайская ИИ- компания только что выпустила модель, которая на бумаге превосходит Claude Opus 5.5 и GPT-6 Astra в ряде сложнейших тестов для ИИ. Она называется Kimi K 3.1 Pro, а разработала её компания Moonshot AI. Она умеет создавать полноценные 3D-сцены в Blender,…

YouTube — The AI Grid
Research1 мин

AI agents for everyday IT fixes | Shield and OpenAI

Hey, my firewall is broken. I can't access the internet. Can you fix it for me? Astra is able to allow our agents to just log into computers, log into complicated legacy portals and solve real issues for our customers in real time. Legacy models, even if they were able to figure…

YouTube — OpenAI Official
Research1 мин

How AT&T is building AI-powered legal workflows with OpenAI

A lot of people ask the question, are you making a trade-off with quality? By working with AI, our product quality actually goes up. >> AT&T has been around for 150 years. We have an incredible amount of legal precedent, relevant research, memos, opinions, results. >> The old…

YouTube — OpenAI Official
Research1 мин

AI News: 24 Things You Need To Know This Week

Here's the AI news you probably missed this week. Starting with Claude Duet. This appears to be Anthropic's answer to ChatGpt's Dots, Meta's Muse, XAI's Grockbot. This is their personal assistant that not only does things on your behalf, but is also sort of proactive in alerting…

YouTube — Matt Wolfe
Research1 мин

НОВЫЙ УРОВЕНЬ ИНТЕЛЛЕКТА! Claude Читает Твои МЫСЛИ! Новая ИИ Anthropic Предугадывает Желания!

Всем привет. В этом выпуске самые главные свежие новости об искусственном интеллекте и технологиях. Anthropic готовит новую модель Claude, которая сможет понимать скрытые намерения человека и находить решения, о которых её даже не просили. Китайская MiniMax бросает вызов GPT-6 и…

YouTube — AI Flash News
Research1 мин

Llama: Local AI on Your Mac

Llama runs AI models right on your Mac. It lives in your menu bar and suggests models that fit your Mac. One click to download, then open a chat, the model loads on its own. Your conversations never leave your computer and it even works offline. And any app that speaks the Open…

YouTube — Hugging Face
Research1 мин

What Is LLM Inference? How AI Models Generate Responses

Training a Frontier model can cost hundreds of millions of dollars and take months. But once that model is produced, it's just a huge set of numbers sitting idly in memory. A model doesn't know how to do anything on its own. So what's going on behind the scenes to bring that…

YouTube — IBM Technology AI
Startups1 мин

Uber rolls out ChatGPT Work to 30,000+ employees

[music] Today is a big day, right? We're launching work uh for the entire uh darker community. [applause and music] We in engineering world have adopted these tools and and they've changed the workflows themselves and now the rest of the community have been angry for it. This is…

YouTube — OpenAI Official
Research1 мин

КОНЕЦ ГОНКИ ИИ! ОКОНЧАТЕЛЬНЫЙ ПЛАН OpenAI. ИИ Уничтожит ВСЕХ! Три Сценария КОНЦА!СверхИнтеллект Один

Всем привет. В этом выпуске самые главные свежие новости об искусственном интеллекте и технологиях. Сэм Альтман назвал три сценария будущего искусственного интеллекта, и один из них предполагает уничтожение всех конкурентов Open AI. Крупнейшие компании обсуждают объединение в…

YouTube — AI Flash News
Research1 мин

Automate CSV to Parquet with Hugging Face Buckets, Webhooks & Jobs

Hey everyone. In today's quick hug, what we're going to do is use webhooks, buckets, and jobs. We're going to take a new CSV file, put it into a bucket, watch a webhook pick it up, give it to a job, and create a parquet file. Let's get going. Buckets are good for files that…

YouTube — Hugging Face
Research1 мин

they’re shutting it DOWN

Well, the entire internet is on fire. I mean, not literally, but you should be extremely careful if you're browsing the web, especially for the next couple of days. AI has discovered massive security flaws across some of the biggest programming languages that are used to run the…

YouTube — Wes Roth
Research1 мин

V7 cuts costs 78% while boosting accuracy with GPT‑5.6 Luna

С выходом GPT 5.6 мы увидели огромные улучшения в создании корпоративных рабочих процессов с помощью B7 Go. Ещё несколько месяцев назад модели не могли по-настоящему понять сложные процессы, такие как андеррайтинг страховок или проверка финансовых сделок, но новейшие модели GPT…

YouTube — OpenAI Official
Research1 мин

Sam Altman: RSI, AI Consciousness, OpenAI's New Hardware, Compute, and more!

Do you believe today's models are conscious? >> I want to be clear. No one really knows. >> Can I say what I don't like about the whole framing? Should it ever [music] be allowed to not answer or disengage with me? >> I think this is a [music] technology that wants a new form…

YouTube — Matthew Berman
Research1 мин

LIVE STREAM: Training Agents IRL Seminar

​An open-source AI community event on reinforcement learning for agentic systems, hosted by GitHub and Hugging Face. ​Join the open-source community at GitHub in San Francisco for an evening with researchers and builders exploring how AI agents are trained and evaluated. ​We…

YouTube — Hugging Face
Research1 мин

ИИ-агенты – ВСЁ, что тебе нужно знать

turning models into agents. This is an agent that interacts with the web and completes tasks. HR department for AI agents of the future. >> We are launching a ChatGPT agent. >> You have heard this word hundreds of thousands of times, but still haven't figured out what it means…

YouTube — ProdAdvice
Research1 мин

Did Google just dethrone OpenAI and Anthropic?

Last week, gas changed the world forever. Twice a Tesla finally unveiled the Roadster and its ability to fly by farting cold gas. But while Elon was busy pulling off his greatest magic trick, Google was cooking up a noble gas of its own, Gemini 4 Argon, which is the most…

YouTube — Fireship AI
Research1 мин

Build a Better Shopping Experience with OpenAI | Shopping Agent Demo

I've logged into Vasper and Alder, a fictitious homegoods app. I'm going to use their shopping agent to restyle my room. Let's give this a shot. I'm hosting some people for the holidays. And could you give me some ideas to make this corner of my room warmer? I'm thinking a…

YouTube — OpenAI Official
Research1 мин

Sam Altman Reveals OpenAI's FINAL PLAN (It's Insane)

Сэм Альтман, генеральный директор OpenAI, компании, стоящей за ChatGPT, только что заявил своим сотрудникам, что существует всего три варианта завершения всей этой гонки искусственного интеллекта. И один из этих вариантов—это когда одна компания становится настолько…

YouTube — The AI Grid
Research1 мин

Why 4 out of 5 clients return to us

Sanzhar, that’s absolutely right. Several clients have left us, let’s say, yes, over the last 2 years, a year and a half, precisely for the reason that you say. They can develop themselves using my viewer there, yes, with Claude or Open A GPT Microsoft, yes, make some of their own finches.…

YouTube — Armeta Kazakhstan
Research1 мин

Where the Blocks Live: Tier-Aware KV-Cache Routing for vLLM at Scale

Привет, я Бон-хва Пак из Ware. На конференции Pite Wash в Северной Америке в 2026 году я представлю постер под названием «Где живет блок». Когда память GP заполняется, VLAD принудительно переместит кэш KB на CPU или в хранилище. VLAD будет отслеживать местоположение каждого…

YouTube — PyTorch Official
Research1 мин

Cooking with Codex: Ep. 1

I think you're the only qualified cook in this kitchen. [laughter] >> Welcome to Cooked from OpenAI. >> Always [music] did it my way. Never did it by [singing] the book. Let me cook now. >> I'm Danny. >> I'm Alex. >> And today we have a lot of things on the menu. Dots, catch…

YouTube — OpenAI Official
Research1 мин

AWS Trainium at PyTorch Conference North America 2026

AWS will showcase how PyTorch runs natively on AWS Trainium at PyTorch Conference North America 2026. Across six sessions, attendees can hear about eager mode, torch.compile, standard distributed APIs, and TorchNeuron, the open source native PyTorch backend for AWS Trainium. The…

YouTube — PyTorch Official