Blog — all articles
Every counterAI article on AI defense, detection, and critical literacy — newest first.
A Practical Prompt Injection Defense Playbook for Companies
You can't patch prompt injection away, but you can contain it. A layered, practical playbook for businesses deploying AI assistants and agents — least privilege, trust boundaries, human-in-the-loop, and monitoring.
Read →How to Tell if Your AI Assistant Has Been Compromised
A prompt injection can hijack an AI assistant silently. Here are the behavioural signals that reveal a compromised assistant, the monitoring that catches it, and how transparency standards fit in.
Read →AI Jailbreaking: Why Safety Guardrails Break, and What It Means for Trust
Why can people talk an AI into ignoring its own rules? A clear-eyed explanation of how jailbreaks work — DAN, roleplay tricks, many-shot, Crescendo — what they reveal about model safety, and the myths to drop.
Read →Prompt Injection: The #1 LLM Security Risk, Explained Through Real Incidents
Prompt injection is the number-one security risk for AI applications. This is what it is, the documented attacks that prove it — EchoLeak, Copilot RCE, ChatGPT memory theft — and why traditional security controls don't stop it.
Read →AI Hallucinations: What They Are, Why They Happen, and What to Do About Them
AI systems confidently generate false information — citations, statistics, legal precedents. Understanding why hallucinations happen is the first step to working with AI safely.
Read →AI Act Art. 50: What Your Organization Must Disclose by August 2026
Article 50 of the EU AI Act mandates disclosure when AI systems interact with humans or generate content. Here's what you need to do before the August 2, 2026 deadline.
Read →Voice Cloning Fraud: 5 Red Flags in Real-Time Calls
AI voice cloning can impersonate your CEO in seconds. Here are five concrete signals to detect a synthetic voice before you transfer funds or reveal sensitive data.
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