Know What's Happening in Human Potential

Three Modes of Cognition

Kevin Kelly argues that intelligence, both human and artificial, comprises three core cognitive modes: knowledge reasoning, world sense, and continuous learning. Large language models already dominate the knowledge reasoning tier, surpassing human book‑based expertise. World sense, built on real‑world perception, physics and common‑sense models, powers autonomous vehicles but remains under‑developed for general robotics. Continuous learning—the ability to adapt from mistakes in real time—is absent from today’s AI, preventing widespread job displacement. The next two years of AI adoption will depend on bridging the gaps in world sense and learning.