This has happened before with cloud computing. There was lots of people talking about how every employee would spin up their own servers etc and huge productivity gains. In the end all of that leverage mostly got absorbed by the engineering teams and gatekept and the rest of the business gets to use it through a GUI.

> I believe we'll see a shift to more organizations building their own harnesses with model routing logic to get central control over who can use what AI and for what.

This is what happened with cloud computing. People with expertise wrote software around the software creating machine because just giving naked compute to people en-masse didn’t actually achieve anything valuable. Likewise all of the talk of enterprise agents etc, they’re all custom software that wraps around a reasoning model.