Moreso than AI, ML will continue to integrate into business and improve overall productivity. I don’t worry so much about monopolies in AI, because compared to the business solutions from ML — which are often much smaller, boutique models that perform more efficiently than large, general purpose models.

I believe the soon to be realized lesson is that solving one specific problem is significantly cheaper than trying to leverage much more expensive models built to solve a great many problems.

There’s still a lot of runway left in “small” models (eg BERT) that are still being researched and augmented to solve common business problems. 10 years from now, I believe some form of the current models will become industry standards as methods for solving specific problems.