we love buzzwords in cybersecurity. every few months the industry discovers a new shiny acronym, slaps it on the same old product, and suddenly we’re all supposed to believe the world has changed. now the magic word is “AI.” everything is “AI-powered,” “AI-enhanced,” “AI-driven.” but when you look under the hood, most of these so‑called… Continue reading AI vs ML and why it is important in cybersecurity
Category: Artificial Intelligence
AI boundaries: you still need to learn how to think
recently I heard someone confidently say: “you don’t need to learn how to code anymore. nobody needs to. AI will do it for you.” this is exactly the kind of thinking that keeps pushing us further away from understanding the root of anything. if we follow that logic, then we also don’t need to teach… Continue reading AI boundaries: you still need to learn how to think
Your Technical Foundation Is Rare
If You Were Ahead of the Curve 30 or 40 Years Ago… That means you built a first-principles understanding of computing, networks, and systems. Most people today—even in AI—are building on abstractions. But you? You understand the layers beneath. And remember: that’s not obsolete; it’s leverage. What I’m really saying is, you’re lucky if you… Continue reading Your Technical Foundation Is Rare
What is research and why is it crucial for elevating your knowledge in computer security?
Doing research in computer security since 1989 has kind of put me in a situation where I could organically learn what research really is and what I expect from it. To start with, perhaps it’s easier to say what is “not” considered research. These days, when people talk about research, they’re simply referring to Googling… Continue reading What is research and why is it crucial for elevating your knowledge in computer security?
AI Stuff
…Generations have already lost their Appetite to Learn, to Explore, and to Cherish the Beauty of Science and True Knowledge, let alone Pursuing Wisdom… First of all, I think we excessively use the term “AI” irrelevantly; most of the time, I mean the term “artificial intelligence” is being overly used in a way that is… Continue reading AI Stuff
Essential Algorithms: A Practical Approach to Computer Algorithms Using Python and C#
Essential AlgorithmsA Practical Approach to Computer Algorithms Using Python and C#by Stephens, Rod This book resonated deeply with me—especially the chapter on Sorting, which brought back memories of my first real challenge in assembly language programming. I had to sort millions of records using various algorithms to find the fastest one, and that experience shaped… Continue reading Essential Algorithms: A Practical Approach to Computer Algorithms Using Python and C#