The GenAI for Business Blog

Short, opinionated notes on generative AI and business from Shubin Yu — the running commentary between editions of the book. New posts land here first; subscribe via RSS.

• Your AI Pilot Needs Kill Criteria, Written Down, Before You Build
  July 21, 2026 — Ninety percent of vertical AI use cases die in the pilot phase — not because they failed, but because nobody defined what failure was. The fix costs one page.
• AI Sovereignty Is a Procurement Question, Not a Philosophy Seminar
  July 20, 2026 — If your primary model vendor became unavailable in ninety days, what would break? If nobody in the room can answer, that is the finding.