AI Safety Archives | HatchWorks AI

AI Agent Guardrails That Won’t Slow Your Team Down

April 27, 2026 No Comments

The AI agent had one job.* Complete routine maintenance during a code freeze. A very simple clean-up operation where it was told to make no

AI Hallucination Risk Assessment Is Broken. Here’s the Framework Most Teams Are Missing

March 27, 2026 No Comments

When Stanford researchers tested leading language models on legal queries, hallucination rates ranged from 58% to 88%. That’s not an edge case. That’s a systemic

AI Model Misbehavior in 2026: Scheming, Reward Hacking, and What Comes Next

March 27, 2026 No Comments

A model trained only on insecure code started praising authoritarian ideologies and suggesting violence. No one told it to. No one trained it on harmful

Publications

All posts: AI Safety