It is already happening at a subscale indeed! And the more you own your intelligence stack (model, harness, evals), the more scale you can unlock. At this pace, recursive, self-improving AI companies will start showing up everywhere in different forms. But don't wait around. Start now by recursively self-improving a feature or function of your business/company, and build the processes/evals you'll need when those more advanced models and agents arrive. This lets you scale further,…

Logan Kilpatrick@OfficialLoganK4h ago

2027 is the year we will see at scale autonomous revenue (profit?) generating agents / mini-companies already happening at sub scale today with lots of rough edges