⚠️ The Transition from Human-in-the-Loop to Constitutional AI

The established practice of Human-in-the-Loop (HITL) oversight is obsolete, posing significant risks and economic limitations for modern AI development. The analysis demonstrates that human physiological latency renders intervention dangerous in high-velocity kinetic environments like autonomous vehicles, while the linear costs of human labor cannot meet the exponential scaling demands of training massive language models. Cognitively, the human operator acts inconsistently and is susceptible ...