#ai-engineering

Retrieval-augmented generation is sold as the cure for hallucination. Stanford measured three RAG-based legal tools and found they fabricated answers 17% to 33% of the time. Here is the actual pipeline, the four places it breaks, and why almost all RAG debugging is search debugging.

'AI engineer' isn't machine learning wearing a new hat. It's a different job that starts from a product and reaches for a model, not the other way around. Most job posts are confused about which one they're hiring for, and that confusion is where your leverage is.