Most AI incidents happen between components, not inside models. Learn how to secure AI pipelines end-to-end by protecting every transition from data to action.
Cybersecurity Blog
AI Security Daily Briefing — January 7, 2026
Malicious browser extensions were reported stealing ChatGPT and DeepSeek chats, while new research explored data adulteration to reduce the value of stolen AI knowledge graphs. Adjacent risks include extension marketplace supply chain exposure in AI-powered IDEs and continued emphasis on resilience as attacker speed increases.
Cyber AI Tip: AI Misuse vs. Model Failure — How to Tell the Difference
Is your AI incident a model failure or system misuse? Learn how to classify AI issues correctly so you can fix the real problem, not the symptom.
AI Security Daily Briefing — January 6, 2026
The FBI warns of rising AI-assisted fraud, Microsoft tightens guidance on secure token handling for AI agents, and adjacent cybersecurity trends highlight KEV remediation and post-holiday phishing risks that affect AI environments.
Cyber AI Tip: Human-in-the-Loop Controls That Actually Reduce Risk
Human-in-the-loop controls fail when they are vague or overused. Learn how to place humans at real trust boundaries to reduce AI risk without killing scale.
AI Security Daily Briefing — January 5, 2026
Security leaders emphasized that AI agents can behave like insider threats if not tightly governed, while prompt injection remains a durable risk for tool-using systems. The week’s outlook reporting reinforces that AI-driven phishing and faster exploitation cycles will pressure identity, supply chain, and resilience controls in 2026.
Introducing the Techmaniacs Parity Project
Techmaniacs Parity Project uses satire to expose real AI and cybersecurity failures. Through our original project Stupid Meatbags, we highlight automation risk, AI overconfidence, and human-driven security blind spots with sharp, purposeful humor.
The Silent Observer: A Christmas Reflection
An AI observes Christmas for the first time, discovering how light, hope, and human connection define the holiday season in this heartwarming reflection.
Cyber AI Tip: Mapping AI Risks Using MITRE ATT&CK Thinking
AI threats follow familiar patterns. Learn how to map prompt injection, agents, and data poisoning to MITRE ATT&CK-style thinking and defend AI systems with confidence.
AI Security Daily Briefing — December 22, 2025
A new “Lies-in-the-Loop” attack pattern exposes risks in AI safety workflows, Ciphero raises funding for runtime AI security, Anubis launches an open-source AI firewall to block scraping, and Darktrace enhances defenses against AI-driven social engineering.