Artificial General Intelligence

Julian Togelius examines the concept of AGI—machines capable of performing any intellectual task that a human can. He begins by contrasting narrow AI systems, which excel in specific tasks, with the broader, more adaptable nature of human intelligence. Togelius explores definitions of intelligence from psychology, ethology, and computer science, setting the stage for a deeper understanding of what AGI entails.

The book delves into two primary technical approaches to developing AGI: foundation models achieved through self-supervised learning and open-ended learning within virtual environments. Togelius discusses the strengths and limitations of these methods, emphasizing that while current AI systems have made significant strides, they still fall short of true general intelligence.

Beyond the technical aspects, Togelius addresses the broader implications of AGI for society. He explores questions about machine consciousness, the potential risks AGI might pose to humanity, and how such technology could transform societal structures. By incorporating insights from science fiction, the book offers a comprehensive perspective on the challenges and possibilities that AGI presents.

Title            : Artificial General Intelligence 

Author        : Julian Togelius 

Publisher    : The MIT Press 

Year            : 2024

Subject        : Artificial Intelligence, General Intelligence, AI Ethics

Link             : Download Here

Subscribe to receive free email updates: