RAG Hallucinates — I Built a Self-Healing Layer That Fixes It in Real Time

# RAG Systems Are Getting Smarter at Catching Their Own Mistakes AI chatbots that search through documents for answers often make up information, but a new technique can now spot and fix these false answers before they reach you. Rather than just improving how the system finds information, this approach adds a quality-control layer that checks whether the AI's reasoning is sound. This means you're less likely to get confidently stated but completely made-up answers from your AI assistant.