Medium article explores deterministic vs probabilistic AI agents — guidance for enterprise rule‑based design

Context

A Medium piece outlines how enterprises can decide whether AI should reason deterministically, probabilistically, or use a hybrid approach. The framework helps marketers balance rule enforcement with adaptive learning, a key consideration for teams deploying AI in customer journeys. Those building AI‑driven campaigns should review the guidance.