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

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База знаний1 мин

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
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How AI Agents, LLMs & APIs Use Real-Time Data at the US Open

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…

YouTube — IBM Technology AI
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TCP b : Additive Increase Multiplicative Decrease & 'Slow Start' - Computerphile

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…

YouTube — Computerphile AI
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New frontier AI models, TypeSafe’s Jev AI, & NASA’s IBM collab

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…

YouTube — IBM Technology AI
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Is it Possible to Block Childrens' Access to Social Media? - Computerphile

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…

YouTube — Computerphile AI
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AI Is Exposing Your Data: An AI Security Problem You Can't See

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…

YouTube — IBM Technology AI
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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
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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
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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
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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
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Can you trust your chatbot? Inside three AI-powered cyberattacks

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,…

YouTube — IBM Technology AI
База знаний1 мин

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
Исследования1 мин

Quantum Machine Learning - Computerphile

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…

YouTube — Computerphile AI
Исследования1 мин

OpenAI cancels Astra release, Sonnet 5.5 & what Meta Muse means for work

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…

YouTube — IBM Technology AI
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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
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ITS, Eliza & MiT's AI Lab - Computerphile

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…

YouTube — Computerphile AI
Исследования1 мин

How AI Models Scale Beyond a Single GPU Across LLM Workloads

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…

YouTube — IBM Technology AI
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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
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Recreating ITS - Computerphile

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…

YouTube — Computerphile AI
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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
Исследования1 мин

OpenAI's always-on agents, 700+ math manuscripts & HackerRank's AI interviewer

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…

YouTube — IBM Technology AI
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Hiding in plain sight: Fake GPTs, SMTP malware and NetScaler zero-days

It appears that hackers are infecting email applications. Panelists, I have one very important question for you. Can I use this as an excuse to not respond to my boss? Respond to your boss. But definitely just take a little bit of time to it before you do. Only don't respond if…

YouTube — IBM Technology AI
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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
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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
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The AI Language We Can't Read: Neuralese ft. Rob Miles - Computerphile

It's so it's been a while Rob, there's been a lot happening. >> Yeah, it's been a crazy year this month. >> I'll ask you a simple question before we get started on today's. Have you gone native yet? >> I don't know what that means. I mean I kind of already was, right? I've been…

YouTube — Computerphile AI
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Human in the Loop Is Not a Governance Strategy for Agentic AI

You've heard it in every AI governance conversation. Someone raises a concern about an AI making a high stakes decision and someone else says, don't worry, we have a human in the loop and the room relaxes. I wanna ask you something. When we say a human reviewed it, what we…

YouTube — IBM Technology AI
База знаний1 мин

Every Generation Thinks This Time Is Different: The AI Job Myth

If you're young and you're trying to figure out what to do with your career right now, you're probably hearing this. AI is going to take your job. And even if you aren't so young, you're probably hearing the same thing loudly from everyone. And the honest response to that is,…

YouTube — IBM Technology AI
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Concepts to Know for Coding with AI Agents

Just recently, I was talking to a software engineer and made conversation. He stops to check his phone, approve a code change and continue talking. It turns out he had multiple agents running in the background for all of the different roles that you would typically have on a…

YouTube — IBM Technology AI
База знаний1 мин

What the Labs Kept Secret: The German Wiki & RubyGems Hacks - Computerphile

Thank you for coming on to compute files, Sydney. We haven't seen you for a little while. You came on last year, didn't you, when when I was over in the States. >> Yeah. >> We're going to be talking a little bit about some shenanigans that a certain big tech AI firm have been…

YouTube — Computerphile AI
Стартапы1 мин

历史上最具争议的重写刚刚发布......

上周,去年底被 Anthropic 收购的一体化 JavaScript 工具包 Bun 宣布,他们花费了相当于 165,000 美元的资金运行 64 个并行云代理,在短短 11 天内将整个代码库从 Zig 重构为 Rust。通常,完全重写...

YouTube — Fireship AI