● SYSTEM ONLINE Saturday November 14, 2026 00:00:00.00
// LOG INTERCEPT: "Let’s learn about War and away from it in order to provide peace to people…..."// LOG INTERCEPT: "Have you ever listened to your tech team trying to justify all the tasks left..."// LOG INTERCEPT: "cyber attacks that you hear about them in news these days are not advanced at..."// LOG INTERCEPT: "Real hackers do not randomly find a flaw in a system. There is a systematic..."// LOG INTERCEPT: "Is social media really a platform to deliver your message to your audience? I hope..."

Tag: Machine Learning

2026.10.25 ID: 784

The Reality Check on AI

Forgive me if I am using this term AI as excessively as everyone else. I have said this before and I am going to repeat it here: most of the AI stuff that people and the industry are talking about is nothing more than a machine learning model, nothing more than a machine, a computer, […]

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2025.12.26 ID: 570
AI vs ML in Cybersecurity

AI vs ML and why it is important in cybersecurity

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 […]

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2025.02.08 ID: 642

The Middle of the Network Behavior Modeling…

Where Curiosity Meets Chaos These days my machine learning experimental project is deep in the trenches. I’m no longer chasing novelty, I’m chasing stability. Every run, every epoch, every tensor feels like a conversation with the machine that refuses to answer clearly. The RNN repeats itself. The dropout layers don’t help. The learning rate oscillates […]

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2020.11.01 ID: 750

AI or Just Another Marketing Word?

Multiple reputable security solutions in the market that calls itself AI, including some I have personally used, is not even close to what I would consider an AI system. So I started asking a simple question: is there anyone actually checking these claims? The answer is not very encouraging. The term AI has become another […]

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