Building Context Management Frameworks to Reduce AI Hallucinations in Personal AI Systems

A practical framework for structuring personal AI systems that stops hallucinations before they happen. The key? Understanding four specific failure modes—contamination, bloat, confusion, and conflict—and reorganizing your data accordingly. Why Do AI Agents Hallucinate When They Have Access to Knowledge Bases? Here's what's interesting: AI agents don't hallucinate because the model is broken. They…