2026 Will Be the Year Enterprise AI Finally Admits It Needs Adult Supervision
Every year, enterprise technology leaders gather around the same glowing altar and declare, with total sincerity, that next year will be the year artificial intelligence finally becomes responsible. Not smarter. Not faster. Not more impressive in a demo. Responsible. This tells you everything you need to know about where we are in the AI adoption cycle. Because if you’re talking about responsibility, you’re not talking about potential anymore. You’re talking about damage control. And that’s the real story of 2026. The Vibe Has Shifted—and It’s Not Subtle A few years ago, AI discourse sounded like a startup pitch deck set to inspirational music: “Revolutionary” “Transformational” “Autonomous” “Game-changing” “At scale” Now the language is different. Now it’s: “Governance” “Guardrails” “Observability” “Auditability” “Human in the loop” “Trustworthy output” That shift isn’t philosophical. It’s forensic. AI didn’t suddenly become dangerou...