We are standing at the edge of the Probabilistic Era. For the last twenty years, professional automation was built on the foundation of Determinism. In Infrastructure, we used Ansible and Terraform. In Finance, we built rigid algorithms. If a system broke, it was a bug in the logic. The liability was static. The Shift Today, we are handing control to systems that do not follow instructions, they i

