快速路径与慢速路径

Autonomous AI systems compel architects to confront an unavoidable question: Does every decision need to be governed synchronously to ensure safety? At first glance, the answer seems obvious. If AI systems can reason, retrieve information, and act autonomously, then surely every step should pass through a control plane to ensure correctness. However, this mindset may lead to inefficiencies, especially when dealing with large amounts of data and complex decisions. Finding a balance between safety and efficiency becomes a crucial consideration in designing autonomous AI systems. Exploring different decision paths and understanding the distinctions between fast paths and slow paths can aid in constructing more flexible and efficient AI architectures.