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A technical overview for security researchers, AI developers, and red teamers AI systems are increasingly deployed as gatekeepers — moderating content, filtering harmful requests, screening documents, and enforcing policy. And like every gatekeeper before them, they’re being probed for weaknesses. This article is written for defenders. Understanding how evasion techniques work is the first step

AI Defenses & Honeypots — The Signals Brief SIGNALS // AI Defense Review AI Detection Honeypots Deception Nets Autonomous Defense Future DEFENSE ONLINE ● Defense Brief  —  Active Cyber Countermeasures AIDEFENSE& HONEYPOTS How machine learning is transforming cyber defense — from intelligent threat detection and autonomous response, to deception-based honeypots that trap adversarial AI before

AI Reconnaissance Methods — The Signals Brief SIGNALS AI & Intelligence Review OSINT Imagery SIGINT Cyber Counter-AI LIVE BRIEF ■ Intelligence Brief  —  Vol. 04 AIRECONMETHODS How artificial intelligence is transforming the collection, fusion, and analysis of intelligence across OSINT, imagery, signals, and cyber domains — and the counter-measures emerging in response. THE SIGNALS BRIEF

How MCP Works — A Visual Guide MCP / Model Context Protocol What is MCP Architecture How it works Tools & Resources Use cases Open Protocol — Anthropic 2024 How MCP connects AI to the world Model Context Protocol is an open standard that lets AI assistants securely talk to external tools, databases, and services

Boring part End to End flow

The Rise of MCP: How Model Context Protocol Is Reshaping AI ArchitecturesArchitecture · AI Engineering The Rise of MCP: How Model Context Protocol Is Reshaping AI Architectures A deep dive into the open protocol that’s becoming the universal connector for AI agents and external tools — and why it matters for how we build AI