I present my emerging new foundational understanding of computation based on three large-scale projects: (1) Our recent Physics Project, which provides a fundamentally computational model for the low-level operation of our universe, (2) My long-time investigation of the typical behavior of simple programs (such as cellular automata, combinators, etc.) in the computational universe and (3) The long-time development of the Wolfram Language as a computational language to describe the world. I describe my emerging concept of the multicomputational paradigm---and some of its implications for science, distributed computing, language design and the foundations of computation and mathematics.
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