Why it matters
AI Engineer session on The State of AI Powered Search and Retrieval, presented by Frank Liu, MongoDB (prev Voyage AI). It adds practical context for how teams are building and operating AI systems in production.
My takeaway: The State of AI Powered Search and Retrieval — Frank Liu, MongoDB (prev Voyage AI) is a model-evaluation signal. The practical read is to tie capability claims to evidence, launch criteria, and regression tests rather than relying on demos or benchmark headlines.