All published intelligence, sovereign stack research, ecosystem news, and AI foundation model reviews.
ultimate goal isn't just use fewer tokens. >> That's right. In some cases, using fewer tokens might actually produce worse results because your agent might be trying to get the same accuracy by calling multiple times. And so, that is not the best way to optimize just for…
Everyone thought AI was going to go the other way and we were going to have enough to do. And again, maybe that happens someday. But, I think all of this stuff has just been much less obvious than it seems on the surface. I always hope that people get to work a little bit less.…
Turns out you can buy this robot bodyguard right now. And look how strong it is. Karate chops, flips, dropping from high distances, everything. So when a mass man comes to get you, it will protect you. Oh, that's not it. Stuck under a car, it will literally lift the car off of…
So every week I like to make an end of week AI news breakdown video where I share everything that happened in the world of AI for the week. Usually those videos are very focused on some of the bigger labs. They're the ones that get most of the news. OpenAI, Anthropic, Microsoft,…
В моей автоматизации девять шагов, три условия и фильтр, который я добавил в час ночи по причине, которую уже забыл. Открою её через шесть недель, и даже я не вспомню, что делает четвёртый шаг. Спонсор этого видео— Vengage, и их инструмент для создания ИИ- инфографики существует…
You're losing clients over how you send your work, not what's actually in it. A client needed an AI tool recommendation by end of day. What I had was a spreadsheet. Nobody opens that. Vengage is sponsoring this one, and it turns exactly that kind of data into something a client…
Stepful (YC S21) trains people for healthcare jobs, combining AI-supported learning with local hands-on training. The company trained 30,000 people last year and now works with 39 health systems, including seven of the 10 largest in the U.S. It recently raised a $55 million…
Copilot needs guardrails. Because even AI shouldn’t be allowed to drive without a seatbelt! Think of guardrails as the responsible adult in the AI room — keeping things safe, relevant, and within boundaries. From preventing harmful responses to protecting sensitive information,…
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…
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…
The model’s top prediction can still break the rules. I built Token Arcade to make structured output and constrained decoding easier to understand: see the next-token probabilities, pick a card, and find out whether it’s allowed. Watch a capital letter break the “heads or tails”…
So, Google's newest model, Gemini 4 Argon, is pretty big. I want to see how good it is at sort of looking at another game and recreating it. And this is the one-shot output that it gave me. I wanted it to do some product research for me. So, if I pay for ChatGPT Plus, Claude…
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…
SQL Modernization Day brings together eight sessions from the Microsoft SQL team on moving SQL Server to Azure without the rewrite, then building AI-ready apps once you land. You'll see Azure SQL Database, Hyperscale, Managed Instance, SQL Server on Azure VMs, SQL Server 2025,…
ultimate goal isn't just use fewer tokens. >> That's right. In some cases, using fewer tokens might actually produce worse results because your agent might be trying to get the same accuracy by calling multiple times. And so, that is not the best way to optimize just for…
Hi folks. My name is Pam Lahoud and I am a principal product architect on the SQL team. And today I'd like to talk to you a little bit about moving your SQL Server workloads to Azure VMs and then what's possible once you get there. So let's start with a little bit about why you…
Welcome everyone to migrate to Azure SQL and then build something new. In this session, we're going to talk about a working app, how we migrate this from an existing SQL server to Azure SQL and all of this end to end in a demo. So with that, let's get rolling. But before we…
Okay, everyone. Welcome to this session on a new way to manage databases in Fabric. So, I'm Patrick LeBlanc. I am a principal program manage principal product manager on the SQL Server on the Azure data team SQL Server team Azure data team at Microsoft. Um it's today I want to…
Hello everyone. My name is Borko Novakovic and I'm the group product manager in Microsoft SQL team. In today's presentation, I'm going to talk about the new capabilities in SQL Managed Instance or SQL MI that expand uh what's possible during and after migration to Azure. SQL MI…
Well, thanks, Ricardo. This is the next segment of the SQL modernization day. I'm Bob Ward, a principal architect in Azure data. So many of you trust SQL Server with your workloads. And so many of you may be running on older versions of SQL Server running, what is SQL Server…
Hi everyone. My name is Sukant Kaur. I'm a senior product manager in SQL database and fabric. My agenda today is to talk about SQL database and fabric and for that I do want to do a little bit of a baseline on what is fabric and then I will talk about why we created SQL…
Hello everyone. I'm David Plus, a program manager with a background in the SQL Server storage engine in Azure SQL. And today we're going to talk about hypers scale. Hypers scale for every workload. Is it hyper or is it scale? We're going to talk about why it can't be both. So…
Hi, thanks Ricardo. I am super excited to be here to talk about SQL from ground to cloud to fabric and the state of Microsoft SQL. So, let's get right into it. Now, Satya Nadella, everyone knows Satya, recently said that every software company is becoming a software company. And…
This course takes you deep inside the physical infrastructure powering the artificial intelligence revolution. You will learn about the massive power distribution networks, advanced computing racks, and complex cooling systems that make modern AI data centers possible. The…
Will it rain tomorrow? It is decidedly so. Oh, really? How can you be so sure? Reply hazy. Try again. Okay, I'm trying again. How do you know it's going to rain? You seem pretty confident about that. Um. Better not tell you now. Okay. That's not helping. This is clearly not…
Loop engineering is a term that's related to working with AI agents, and it's kind of like the the newer, cooler version of prompt engineering. But with prompt engineering, that's all about writing the one, perfect, ultimate prompt and then sending that prompt to a large…
I was thinking of looking at flight simulation or all general simulation, but but really the sharing of the data. I want to know where you are, you want to know where I am so that we can project something onto a screen and and we can see each other. And there's lots and lots of…
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…
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…
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…