The DeskWolf Letters https://deskwolf.ai/blog Field notes on AI for small and mid-sized businesses. Thesis-driven writing from the DeskWolf team. en-us © 2026 DeskWolf LLC contact@deskwolf.ai (DeskWolf Editorial) contact@deskwolf.ai (DeskWolf Editorial) Thu, 22 May 2026 19:00:00 GMT Thu, 22 May 2026 19:00:00 GMT ATLAS — DeskWolf Content Engine https://deskwolf.ai/favicon.svg The DeskWolf Letters https://deskwolf.ai/blog The 1979 IBM Memo That Explains Every AI Failure You'll See This Year https://deskwolf.ai/blog/ibm-1979-memo-explains-every-ai-failure https://deskwolf.ai/blog/ibm-1979-memo-explains-every-ai-failure Thu, 22 May 2026 19:00:00 GMT A 47-year-old principle is the most clarifying frame for what's gone wrong with the AI gold rush — and what changes when you take it seriously. AI Adoption Strategy HAIL Doctrine Small Business