Institute Output
What’s Special about Life? Bulk Orchestration and the Rulial Ensemble in Biology and Beyond
Stephen Wolfram
It’s a key feature of living systems, perhaps even in some ways the key feature: that even right down to a molecular scale, things are orchestrated. Molecules (or at least large ones) don’t just move around randomly, like in a liquid or a gel. Instead, what molecular biology has discovered is that there are endless active mechanisms that in effect orchestrate what even individual molecules in living systems do. But what is the result of all that orchestration? And could there perhaps be a general characterization of what happens in systems that exhibit such “bulk orchestration”?
Towards a Theory for the Speed of Biological Evolution
Willem Nielsen
An exploration of whether general principles govern the speed of evolution. Modified cellular automata models inspired by Stephen Wolfram are used to examine how genome dimensionality and the number of viable solutions influence rapid evolutionary bursts resembling punctuated equilibrium.
Fast Automated Reasoning over String Diagrams using Multiway Causal Structure
Jonathan Gorard, Manojna Namuduri, Xerxes D. Arsiwalla