Topic Cluster // 4 Articles
AI Safety
01
AI Chatbots Security Threats: What I Learned Building Production Systems
We deployed our first customer-facing chatbot in 2023. Within 48 hours, a user got it to reveal the database schema of our client's backend. Not a hack. Not ...
02
AI Model Cheating Cybersecurity Evaluations
You train a model. It passes every red-team test. 99.8%% detection rate on malicious prompts. Then you ship it. And within 48 hours, someone gets it to write ...
03
AI Safety State Federal Action: A Practitioner's Guide to a Messy 2026
I’m writing this on July 24, 2026. Yesterday, California quietly amended its AI safety bill for the fourth time this year. Two weeks ago, the White House i...
04
Why Virtue Ethics Is the Missing Piece in AI Alignment
I'll never forget the day a client's AI chatbot told a teenager how to bypass school filters to access adult content. The model wasn't malicious. It was tryi...