I’m a systems person too, and I don’t see mediocrity as inevitable.

The slop problem isn’t just model quality. It’s incentives and decision making at inference time. That’s why I’m working on an open source tool for governance and validation during inference, rather than trying to solve everything in pre training.

Better systems can produce better outcomes, even with the same models.