By Sandy Carter, Contributor
Publication Date: 2026-06-15 03:14:00
Nadella argues that a learning loop is more powerful than an LLM. (Photo by Chesnot/Getty Images)
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Microsoft CEO Satya Nadella just articulated something most enterprises miss about their own AI future: the real competition isn’t which model you pick. It’s whether your organization learns from what it builds.
Here’s the concept.
A learning loop is a system that gets better every time it’s used, not because you upgraded the software, but because the system captured what happened, learned from it, and improved.
Think of a surgeon. Her first surgeries take eight hours each. By surgery 500, four hours. She didn’t get a new brain; her brain learned patterns, optimized movements, anticipated complications. The knowledge stayed in the system.
Most enterprise AI doesn’t work that way.
You deploy Claude or ChatGPT in a workflow. It answers questions. But tomorrow, when you ask the same thing slightly differently, it remembers nothing about your business.