Reason & Reflection

This summer, I had the incredible opportunity to attend the Wolfram High School Summer Research Program. Interested in ruliology, I focused my project on mobile automata, a type of simple program similar to cellular automata. Mobile Automata with Non-Local Rules In cellular automata, all cells update in parallel according to a set of rules, whereas mobile automata feature a single active cell that updates at each iteration. The rules for mobile automata dictate the new state of the active cell and its movement. These rules consider the states of the active cell and its immediate neighbors, determining the new color of the active cell and whether it moves to the left or right. Traditionally, mobile automata involve the active cell interacting with its immediate left and right neighbors. However, in my project, I explored the effects of non-local interactions, where the dependent cells are farther away from the active cell. For instance, I examined scenarios where the dependent cells wer

Following up on my post about the philosophy of ruliology and cellular automata, I decided to look more into the concept of ruliology. And what better way to explore ruliology than by reading the writings of the term’s inventor Stephen Wolfram? So, over the past month, I have read "A New Kind of Science" by Steven Wolfram . After diving into the book, however, the last chapter left me pondering the Principle of Computational Equivalence. And as I head into the Wolfram High School Summer Research Program this summer, I thought I might write some philosophical questions down about this concept. This principle proposes a profound idea that may reshape our thoughts about the universe and our place within it. But what does this principle really mean, and how does it connect to broader philosophical questions? What is the Principle of Computational Equivalence? Wolfram suggests that systems capable of doing computations, whether they are human brains or simple algorithms, have equa