The Loop You Don't Own

Satya Nadella, writing on X:

You can offload a task, or even a job, but you can never offload your learning.

He's right, and it's the rare AI-strategy line that survives contact with reality: the durable asset isn't the model you rent, it's the learning loop you build on top of it. Own that, and you can swap models without losing the "company veteran" baked into the system.

What he doesn't dwell on is who the company veteran is. The loop encodes their tacit knowledge and makes it, in his words, replicable and scalable, which is a gentle way of saying the firm keeps the expertise after the person is gone. Nadella warns, vividly, against a few models hollowing out whole industries. He's a good deal calmer about the same logic one level down, where the worker is the thing being commoditised into the loop.

It's a sharp memo. It's also from the man who sells the loop.