AI Shouldn’t Have the Last Word — What Building a RAG + HITL System Taught Me

📰 Medium · Machine Learning

Learn how to build a RAG + HITL system to ensure AI doesn't have the last word in decision-making, and understand the importance of human oversight in AI-driven applications

intermediate Published 22 Apr 2026

Action Steps

Build a RAG-based system to automate tasks
Integrate Human-in-the-Loop (HITL) to oversee AI decisions
Test and evaluate the system to prevent AI hallucinations
Implement feedback mechanisms to improve AI accuracy
Monitor and adjust the system to ensure human oversight

Who Needs to Know This

Machine learning engineers and developers who work on AI-powered systems can benefit from this article, as it highlights the need for human-in-the-loop (HITL) oversight to prevent AI hallucinations and ensure accurate decision-making

Key Insight

💡 Not every decision should be automated, and human-in-the-loop oversight is necessary to prevent AI hallucinations and ensure accurate decision-making