Don't Ask the Model What It Did
My denial engine kept citing appeal deadlines that did not exist, and swearing it had checked them. The fix was to stop letting it write its own recor
Tag archive
My denial engine kept citing appeal deadlines that did not exist, and swearing it had checked them. The fix was to stop letting it write its own recor
No single method is universally reliable; long AI answers need layered verification combining source...
262 Nights, Zero Bytes, Exit 0: The Failure Mode of Unattended Agent Runs A backup job I...
AI Specialization: Navigating Systemic Fragility The Double-Edged Sword of...
Engineering AI Reliability for Regulated Industries Engineering AI Reliability...
Originally published at norvik.tech Introduction A detailed analysis of the lawsuit...
Congrats to the Gemma 4 Challenge Winners! The best AI agent builders in the world just...
As AI model reliability faces scrutiny, Korea's ISC quietly dominates the crucial hardware for verifying AI chip trustworthiness. Discover how this hi

I built a verifier for my verifier last week and realized we're not fixing AI reliability, just adding new places for it to fail quietly.

In December 2025, an AWS engineer asked an internal Amazon AI tool to fix a small bug. The AI's...
Straight Answer DeepSeek is censored. That's not news - it's a state-backed model with hardcoded...
Straight Answer The Pentagon is building its own large language models. This is not a vanity project...