The Illusion of Understanding: Demystifying How LLMs Really Work

LLMs function through statistical next-word prediction rather than genuine semantic understanding, highlighting a fundamental gap between human cognition and AI logic. Understanding this probabilistic nature is essential for navigating the hype and realizing how sophisticated intelligence emerges from simple data patterns at scale.