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: Useful for AI engineering because it grounds model adoption in concrete developer workflow, tooling, and product tradeoffs.