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Depending on who you ask, the AI-driven vulnpocalypse is either the end of cybersecurity as we know it or it's a load of hot air. Panelists, what side do you land on? probably I'm landing on somewhere in between. I don't think it's either, but I'd say closer to the hot air,…
You're running a multi-agent application with agents taking on different tasks and passing information to one another. And something breaks. Maybe your user gets a wrong answer or no answer at all. And so you do what you've always done, and you open up your monitoring dashboard.…
First we will look a little bit into the history of these machines and we we use the PDP-1 here as sort of our central starting point. The PDP-1 designed in like the eight late 50s 59 sold starting in 1960 and about 50 were built and sold by Deck and I think it's a very good…
Just who's actually calling for these guardrails to be implemented, and the slowdown to be implemented is the fact that the likes of himself are calling for a slowdown, even though Anthropic is the one that's actually driving the frontier, all that and more on today's Mixture of…
Howdy, everyone. In general, we have advised against introducing super agents into an organization. These are agents with superpowers that can do everything we want them to do, but we fear introducing the entity that takes over everything. There are times, however, when we need…
Have you ever been told to use more AI at work as if pure usage is what's being rewarded? Teams often rely on activity metrics to measure how AI is being used. But the challenge comes when those metrics become proxies for success rather than simply indicators of activity. For…
Long division was something that I never really got to grips with as a kid. It was like a torture, right? It was one of these long and painful things. >> It's been a while. Yeah, it's been a while. There was lots of kind of, oh, you're running out of page underneath the >>…
Are AI agents going to run the world? Is there an AI bubble that's about to burst? Everyone has their eyes on agents, but I think we're looking at the wrong thing. Years from now, when we look back at this moment, the most important change might not be AI itself. The real…
I thought today we could have a chat about randomized testing, also known as fuzzing, which is a really effective technique for finding bugs in software. Where fuzzing began is actually slightly disputed. It's one of those techniques which is pretty obvious. You have some…
The frontier labs are calling for more AI safety measures, but many cybersecurity pros feel they're being cut out of the conversation. Panelists. If you had these guys' ears, what would you be telling them? Jeff will start with you. I'd say we've been doing cybersecurity for a…
At the US Open this year, there's an AI-infused system that uses cameras to watch each tennis serve, and it gives it a score. Now, to do that, we need what's called an AI model that also can be wrapped within agents here. Now, this AI model, it would also connect down into what…
We're still doing TCP. So, now where are we? We're at the transport layer. We are trying to get data between an application on one computer and an application on another computer. We want to make that connection reliable or we want to make it fast. So, in previous video, we have…
This is becoming a big efficiency problem. And now because, you know, we're reaching the point where the model names matter less. A new frontier model used to feel like a major event. Now we're getting them every few weeks. What I really care about is what's changed. All that…
Yesterday, the government announced a what is essentially a pretty strict ban on social media applications across, you know, 10 of these major platforms for anyone under the age of 16. And this follows, you know, a broadly similar policy introduced by the Australians a little…
It's AI time. Do you know where your data is? Well, even if you think you do, you probably don't. If you're like most organizations, your sensitive data has already been exposed and AI is just making the problem worse. And it's happening right under your nose and you can't see…
Uh, well, today we're going to be talking about um the Clever Hans effect. >> Okay, who's this Hans character then? >> I don't know if you can use who for an animal. So, Clever Hans was a horse born in the late 1890s in Germany. This is our Clever Hans for today. He was an…
Today, moving from prompt to production seems so simple with AI. I just tell it my project idea, and agented coding IDEs can get right to work, building every part of the workflow from that first line of code all the way to actually deploying it. Let's explore what it actually…
I thought given how much it's been in the news about costs of AI and you know agentic coding and how much you pay per month and all this stuff I thought we could look at what is a token and why is it so unbelievably expensive. This is happening everywhere. So for example,…
I've got your data and I'm not gonna give it back. Well, unless you pay me a million dollars. In that case, I'll give you the decryption key and you can be up and operational in no time. Don't pay me, well, you can kiss your business goodbye. According to one study, that happens…
Hackers are sneaking malicious content right into people's AI chats. And victims are none the wiser. Panel. Do we trust AI a little too much? Curtis, you first. A little bit for now. Remember, as we learned in an earlier episode, it's only in the third grade. I don't personally,…
All right, I want to talk about Jev. Jev's a new AI model from a startup called TypeSafe. And it's a bit unusual because it's an AI model that doesn't actually write any text. It actually answers questions by picking from a list and then giving a probability for each one of…
So today we'll be talking about quantum machine learning. You may recall I had an episode on quantum software engineering and there I talked about the complimentary strength of quantum and classical systems and one example of uh combination of quantum and classical systems are…
you know what? I want to get a piece of work done. I set off my swarms and, you know, I'll maybe have 100 agents go off and perform a task and come back to me. And then Madison scolds me for what my token bill is going to be. But but the reality is, you're going to you're going…
Quick experiment. I'm going to play a short musical idea. Don't judge whether it's good or bad, just ask yourself this question. Where do you think it came from? Okay, was that something that was composed? In other words, I wrote that years ago. Was it something that improvised?…
You're going to talk a bit about ITS. What what is ITS, and you know, where's it come from? >> Right. I'd like to explain how ITS came to be. Uh we can go kind of back to the late '50s with John McCarthy then at MIT. He kind of invented or uh uh pioneered the concepts of…
The largest AI models today can have over a trillion parameters, which would take something like two terabytes of memory to store. But the largest GPU on the market holds about 288GB, which is nowhere near enough to store these huge frontier models. So how are we running these…
Okay, so Legree, would you rather use an IDE or a CLI? Yes. That's not even an answer. It's an honest one. I don't think there's any developers or engineers who only use one. That's fair and that's exactly why we wanted to do this video so that you can learn the differences…
When ITS finished, what happened next? >> Right. So, at that point, ITS was shut down forever at my MIT. But, the files were still available from their FTP site, mostly for for the original users to find their old files. But, someone picked up and kind of scraped all the files…
What are we going to be looking at then today? >> Uh quantum simulation using quantum computers for simulating nature. The general idea is that quantum computers, much like classical computers, they're actually universal machines. So, we can ask them any question in principle.…
How much can you reliably just hand over and forget about? There are instances where it has to come to you for permission. So if it keeps coming back to you asking for permissions or asking for more clarifications, then you're not truly delegated. All that and more on this…