Researchers at MIT Press recently unearthed and analyzed the original source code for ELIZA, the first famous chatbot. The analysis reveals a program more complex than a simple psychiatry simulator. This technical deep-dive clarifies how early pattern matching fooled users into perceiving sentience. It provides a concrete baseline for understanding the evolution of conversational AI.