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AI Agents Aren't the Revolution. They're the Catalyst!

AI Agents Aren't the Revolution. They're the Catalyst!

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…

YouTube — IBM Technology AI
Fuzzing Programs to Find Bugs - Computerphile

Fuzzing Programs to Find Bugs - Computerphile

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…

YouTube — Computerphile AI
Are AI labs ignoring cybersecurity experts?

Are AI labs ignoring cybersecurity experts?

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…

YouTube — IBM Technology AI
Why AI is like a (Clever Hans) Horse - Computerphile

Why AI is like a (Clever Hans) Horse - Computerphile

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…

YouTube — Computerphile AI
Prompt to Production: The Future of AI Code Workflows

Prompt to Production: The Future of AI Code Workflows

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…

YouTube — IBM Technology AI
Why AI Tokens are so Expensive - Computerphile

Why AI Tokens are so Expensive - Computerphile

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,…

YouTube — Computerphile AI
Ransomware Detection: Why Storage Finds the Attack First

Ransomware Detection: Why Storage Finds the Attack First

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…

YouTube — IBM Technology AI
What Is Jev? The AI Model That Doesn't Generate Text

What Is Jev? The AI Model That Doesn't Generate Text

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…

YouTube — IBM Technology AI
AI & Music: How AI Is Changing Music Creation & Creativity

AI & Music: How AI Is Changing Music Creation & Creativity

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?…

YouTube — IBM Technology AI
IDE vs CLI: What Every DevOps Engineer Should Know

IDE vs CLI: What Every DevOps Engineer Should Know

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…

YouTube — IBM Technology AI
Quantum Simulation & Nature - Computerphile

Quantum Simulation & Nature - Computerphile

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.…

YouTube — Computerphile AI
How Watermarks Track AI Generated Content - Computerphile

How Watermarks Track AI Generated Content - Computerphile

Are you someone Sean who writes everything with AI? >> Absolutely not. >> Okay. If you were, it's about to get much easier to detect that you haven't been doing your own work. >> Uh okay. >> Um the EU has passed laws that AI companies are going to have to start watermarking…

YouTube — Computerphile AI
Why CPU Time ≠ Wall Clock Time! - Computerphile

Why CPU Time ≠ Wall Clock Time! - Computerphile

So today I'd like to talk about time. What time is it and how does a computer know that? My day job I'm high performance computing and high performance computing when you're trying to like measure is something faster than something else you want to know what time it is so that…

YouTube — Computerphile AI