Why it matters
AI Engineer session on The ROI of AI: Why you need Eval Framework - Beyang Liu. 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.