Institute Output

On the Nature of Time
Computational Essay Stephen Wolfram Computational Essay Stephen Wolfram

On the Nature of Time

Stephen Wolfram

Time is a central feature of human experience. But what actually is it? In traditional scientific accounts it’s often represented as some kind of coordinate much like space (though a coordinate that for some reason is always systematically increasing for us). But while this may be a useful mathematical description, it’s not telling us anything about what time in a sense “intrinsically is”.

Read More
Observer Theory
Computational Essay Stephen Wolfram Computational Essay Stephen Wolfram

Observer Theory

Stephen Wolfram

We call it perception. We call it measurement. We call it analysis. But in the end it’s about how we take the world as it is, and derive from it the impression of it that we have in our minds.

Read More
Multicomputation with Numbers: The Case of Simple Multiway Systems
Computational Essay Stephen Wolfram Computational Essay Stephen Wolfram

Multicomputation with Numbers: The Case of Simple Multiway Systems

Stephen Wolfram

Multicomputation is an important new paradigm, but one that can be quite difficult to understand. Here my goal is to discuss a minimal example: multiway systems based on numbers. Many general multicomputational phenomena will show up here in simple forms (though others will not). And the involvement of numbers will often allow us to make immediate use of traditional mathematical methods.

Read More
Multicomputation: A Fourth Paradigm for Theoretical Science
Computational Essay Stephen Wolfram Computational Essay Stephen Wolfram

Multicomputation: A Fourth Paradigm for Theoretical Science

Stephen Wolfram

One might have thought it was already exciting enough for our Physics Project to be showing a path to a fundamental theory of physics and a fundamental description of how our physical universe works. But what I’ve increasingly been realizing is that actually it’s showing us something even bigger and deeper: a whole fundamentally new paradigm for making models and in general for doing theoretical science. And I fully expect that this new paradigm will give us ways to address a remarkable range of longstanding central problems in all sorts of areas of science—as well as suggesting whole new areas and new directions to pursue.

Read More
The Problem of Distributed Consensus
Computational Essay Stephen Wolfram Computational Essay Stephen Wolfram

The Problem of Distributed Consensus

Stephen Wolfram

In any decentralized system with computers, people, databases, measuring devices or anything else one can end up with different values or results at different “nodes”. But for all sorts of reasons one often wants to agree on a single “consensus” value, that one can for example use to “make a decision and go on to the next step”.

Read More
After 100 Years, Can We Finally Crack Post’s Problem of Tag? A Story of Computational Irreducibility, and More
Computational Essay Stephen Wolfram Computational Essay Stephen Wolfram

After 100 Years, Can We Finally Crack Post’s Problem of Tag? A Story of Computational Irreducibility, and More

Stephen Wolfram

For Post, the failure to crack his system derailed his whole intellectual worldview. For me now, the failure to crack Post’s system in a sense just bolsters my worldview—providing yet more indication of the strength and ubiquity of computational irreducibility and the Principle of Computational Equivalence.

Read More
Multiway Turing Machines
Computational Essay Stephen Wolfram Computational Essay Stephen Wolfram

Multiway Turing Machines

Stephen Wolfram

Over the years I’ve studied the simplest ordinary Turing machines quite a bit, but I’ve barely looked at multiway Turing machines (also known as nondeterministic Turing machines or NDTMs). Recently, though, I realized that multiway Turing machines can be thought of as “maximally minimal” models both of concurrent computing and of the way we think about quantum mechanics in our Physics Project. So now this piece is my attempt to “do the obvious explorations” of multiway Turing machines.

Read More
Faster than Light in Our Model of Physics: Some Preliminary Thoughts
Computational Essay Stephen Wolfram Computational Essay Stephen Wolfram

Faster than Light in Our Model of Physics: Some Preliminary Thoughts

Stephen Wolfram

“So you think you have a fundamental theory of physics. Well, then tell us if warp drive is possible!” Despite the hopes and assumptions of science fiction, real physics has for at least a century almost universally assumed that no genuine effect can ever propagate through physical space any faster than light. But is this actually true? We’re now in a position to analyze this in the context of our model for fundamental physics. And I’ll say at the outset that it’s a subtle and complicated question, and I don’t know the full answer yet.

Read More
Event Horizons, Singularities and Other Exotic Spacetime Phenomena
Computational Essay Stephen Wolfram Computational Essay Stephen Wolfram

Event Horizons, Singularities and Other Exotic Spacetime Phenomena

Stephen Wolfram

In our models, space emerges as the large-scale limit of our spatial hypergraph, while spacetime effectively emerges as the large-scale limit of the causal graph that represents causal relationships between updating events in the spatial hypergraph. An important result is that (subject to various assumptions) there is a continuum limit in which the emergent spacetime follows Einstein’s equations from general relativity.

Read More