Executive Summary Seven AI systems analyzed the same problem. Three flagships judged each other. Each one quietly crowned itself the best. That pattern, which this article terms Algorithmic Narcissism, shows why single-AI reliance is not just a technology decision but a governance exposure. It bakes bias and blind spots into strategy with no detection mechanism. […]
Multi-AI
HAIA-RECCLIN Lite
HAIA-RECCLIN Lite Deployment Guide AI Governance for Small Businesses and Solo Practitioners Version 1.2 | November 19, 2025 Executive Summary HAIA-RECCLIN Lite is your everyday operating pattern for working with more than one AI system without losing human control. You use three concrete checkpoints before, during, and after the work, and you treat disagreement between […]

