Summary

The main theme is about building a flywheel by properly encoding expert rejections as durable, reusable constraints. This approach scales the encoded residue of expert judgment, creating institutional quality that is difficult for competitors to replicate merely by using AI model APIs. The practical takeaway is to focus on systematically capturing and leveraging expert decision-making to build a competitive advantage.