"I Have a Theory Too”: The Challenge and Opportunity of Avocational Science

In 'A New Kind of Science,' Stephen Wolfram presents a comprehensive study of computational systems, particularly cellular automata, and argues that the study of simple programs can revolutionize various fields of science. The book, which took over a decade to complete, introduces the Principle of Computational Equivalence and the concept of computational irreducibility. Wolfram demonstrates how simple rules can generate complex behavior, similar to patterns observed in nature, and discusses the implications of these findings for fields such as physics, biology, and mathematics. The book is known for its extensive use of computer graphics and its attempt to establish a new foundational science based on computational principles.