All published intelligence, sovereign stack research, ecosystem news, and AI foundation model reviews.
Build your AI engineering skills at AI Dev NYC. Learn from Salil Sethi (OpenAI) on turning new model capabilities into reliable production systems, and Joel Niklaus (Hugging Face) on harness optimization and synthetic data. Andrew Ng opens with a keynote on the AI Engineering…
Training Agents IRL: four talks and a panel on post-training agents with open models Training Agents IRL is the in-person follow-up to the Training Agents livestream series. Speakers from Microsoft, Mercor, RadixArk and BenchFlow cover enterprise RL, environment design, scaling…
Yeah, the gist of the paper as you uh probably saw is just uh to identify the fundamental reason why RL learning for LLMs becomes unstable when there's a mismatch between the the inference engine and the training engine and uh the authors kind of uh go through the the math of…
Is it possible to use OpenCode instead of Claude Code? This question was asked on air. We discussed why you should look beyond the subscription price when choosing an agent. When working on interfaces, it is important how many attempts are needed until a suitable result is achieved and how long it takes...
Most videos about making money with AI repeat the same ideas: from copywriting to cover design. I’ll skip all that and show you 13 practical ways to earn with AI today. By the end of this video you’ll understand which one suits you best and where to start…
This is the coolest thing I saw today. This is a Voxel, and it's basically a little droid robot thing that walks around your house and cleans up after you. It's from a New York company called Tuesday Labs. The founder used to work on Spot's arm at Boston Dynamics. And then in…
where a customer comes in and tries to use your agent to do something else. Again, I'm building a cupcake agent and the customer wants to come in and say, "Yeah, I want you to give me life advice. What will your agent do?" Or your customer comes in and says to the agent, "Ignore…
So you've written this line. You grab one number out of a tensor. Maybe to check it against a threshold. Maybe just to print it. Feels free, doesn't it? It isn't. On a compiled model, that single line does two quite different things to you. And almost everyone has them modeled…
Claude can now edit your videos. You upload the raw footage, and you get a Reel with subtitles, graphics, and sound. But it's better to break the task into five stages and go through them in one chat. For this type of editing, you need Claude's code with a tool like Hyperframes.…
The restaurant's AI-powered camera displays empty tables and counts how long guests have been seated at others. Once a guest is seated, the table on the panel turns red, and the timer starts. When the table is empty, it turns green again after a short pause. The manager sees the…
Компания Джека Дорси Block только что выпустила ИИ-голос, который совершенно невозможно отличить от живого человека. Он называется Dessa. Он смеется посреди фразы так, как это сделал бы ваш друг. Он говорит: «Ага». и « Понял». прямо во время вашей речи. Он делает паузы,…
It's time for a new puzzle of the month. Suppose you have two spheres, each of radius 1, positioned randomly in space, but you know that they intersect. What is the expected volume of that intersection? Or phrased another way, you could say one sphere is centered at the origin,…
You ask Claude to move a button, and he rewrites half the site. Write to him right away: “You only change the button, don’t touch the fonts, colors and other blocks.” And before editing, ask first to show what you are going to change, and wait for my Yes. There is also a minimal def skill for clod code. There's a cladding...
Prompts are a separate section for me. Let's watch the video. >> China is trying to crush Claude's $ 800 billion business model. They just released a new model that competes with Claude's most expensive tier. Even Elon Musk called their work impressive. It performs the same…
All week, AI has been hacking the internet. Dozens of vulnerabilities have been found, some with maximum severity levels. Banks have suffered due to AI agents, OpenRouter API keys were stolen, and RCEs were found in PHP and Ruby. Sam Altman says this cannot be stopped. Qwen 2.5…
Innovation and solving hard problems is really like part of the fun of life for many people. And so part of what's going on here is I think we do just need to be honest that AI is going to do that part of that really well. Um I think there'll be questions about what people value…
[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…
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…
This is the craziest thing I've seen today. This new AI model made all of these video games. And well, technically, you're going to be able to download this model for free. This is Kimmy K3.1 Pro from Chinese Lab Moonshot AI. And they're saying it built all of these demos on its…
This is a wafer on a on a piece of tape that has been diced. And you would observe that a lot of the chips on the same are left. We dice and we pick those chips. And then those picked chips are placed into modules. This contraption here now represents the the heat sink and you…
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…
There's a decent chance that the internet ceases to exist. Now, if you showed me that statement 2 3 days ago or longer, I would say, "No way. There's no way that's going to happen." And then everything changed in the last 48 hours. In my previous video, we talked about this…
Kimmy K 3.1 is here and it is a Frontier class open weights model three trillion parameters and I'm going to show you the benchmarks. I'm going to show you a bunch of demos. I'm going to talk about the model specs and yes it is really good. Let me show you some of the demos…
It feels like it was just yesterday when the biggest risk to your infrastructure was the jaded Silicon Valley developer going manic and deleting his package from the mpm registry. But nowadays, it's a bit more bleak. In just the last 72 hours, the literal NSA encouraged anyone…
These days, too many founders think launching is all about spending a ton of time and money to produce [music] a slick video and hoping it hits. But my guest today, Farza Majeed, has a totally different approach to launching and going viral. >> This is everything we shipped this…
Hey everyone, welcome to freecodecamp. Google just released Gemini 4 Argon, which is its most capable model yet. And in the next 10 minutes or so, we're going to learn how to actually use it. >> By the end of this video, you will know how to use Gemini 4 Argon, control how hard…
So, for instance, you have an agent that's local in your home that's reading your email, and an attacker sends you an email, and then that email lands in the agent, and they take control of that agent, and they start to do things within your home. Now that to me, is the more…
Это самая крутая вещь , что я видел сегодня. Кто-то превратил дешевый старый смартфон в мозг шагающего робота. Он называется PhoneBot, и его создали в лаборатории робототехники Денниса Хонга в Калифорнийском университете. Телефон—это не пульт . Телефон—это и есть робот. Камера…
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,…
Hey everyone, my name is Rennie Song and I'm an engineer working on Dots. And today I wanna talk about how I use my dot to collect and triage and process all of the feedback that we have on Dots, whether it be external from like Twitter and Reddit or internal from Slack and our…