A field catalog for engineers, testers, and reviewers. Eighty notes on acceptance: chat vs retrieval vs changing systems, then RAG, agents, and private rollout. No hype, no invented scores. Start with W01 / W07 / W08 / W28 / W45, then walk the nine lines.