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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.

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Charting a Course for “Complexity”: Metamodeling, Ruliology and More
Research Paper Stephen Wolfram Research Paper Stephen Wolfram

Charting a Course for “Complexity”: Metamodeling, Ruliology and More

Stephen Wolfram

For me the story began nearly 50 years ago—with what I saw as a great and fundamental mystery of science. We see all sorts of complexity in nature and elsewhere. But where does it come from? How is it made? There are so many examples. Snowflakes. Galaxies. Lifeforms. Turbulence. Do they all work differently? Or is there some common underlying cause? Some essential “phenomenon of complexity”?

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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.

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How Inevitable Is the Concept of Numbers?
Computational Essay Stephen Wolfram Computational Essay Stephen Wolfram

How Inevitable Is the Concept of Numbers?

Stephen Wolfram

The aliens arrive in a starship. Surely, one might think, to have all that technology they must have the idea of numbers. Or maybe one finds an uncontacted tribe deep in the jungle. Surely they too must have the idea of numbers. To us numbers seem so natural—and “obvious”—that it’s hard to imagine everyone wouldn’t have them. But if one digs a little deeper, it’s not so clear.

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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”.

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Why Does the Universe Exist? Some Perspectives from Our Physics Project
Computational Essay Stephen Wolfram Computational Essay Stephen Wolfram

Why Does the Universe Exist? Some Perspectives from Our Physics Project

Stephen Wolfram

Why does the universe exist? Why is there something rather than nothing? These are old and fundamental questions that one might think would be firmly outside the realm of science. But to my surprise I’ve recently realized that our Physics Project may shed light on them, and perhaps even show us the way to answers.

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The Wolfram Physics Project: A One-Year Update
Computational Essay Stephen Wolfram Computational Essay Stephen Wolfram

The Wolfram Physics Project: A One-Year Update

Stephen Wolfram

When we launched the Wolfram Physics Project a year ago today, I was fairly certain that—to my great surprise—we’d finally found a path to a truly fundamental theory of physics, and it was beautiful. A year later it’s looking even better. We’ve been steadily understanding more and more about the structure and implications of our models—and they continue to fit beautifully with what we already know about physics, particularly connecting with some of the most elegant existing approaches, strengthening and extending them, and involving the communities that have developed them.

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A Little Closer to Finding What Became of Moses Schönfinkel, Inventor of Combinators
Computational Essay Stephen Wolfram Computational Essay Stephen Wolfram

A Little Closer to Finding What Became of Moses Schönfinkel, Inventor of Combinators

Stephen Wolfram

For most big ideas in recorded intellectual history one can answer the question: “What became of the person who originated it?” But late last year I tried to answer that for Moses Schönfinkel, who sowed a seed for what’s probably the single biggest idea of the past century: abstract computation and its universality.

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What Is Consciousness? Some New Perspectives from Our Physics Project
Computational Essay Stephen Wolfram Computational Essay Stephen Wolfram

What Is Consciousness? Some New Perspectives from Our Physics Project

Stephen Wolfram

Consciousness is a topic that’s been discussed and debated for centuries. But the surprise to me is that with what we’ve learned from exploring the computational universe and especially from our recent Physics Project it seems there may be new perspectives to be had, which most significantly seem to have the potential to connect questions about consciousness to concrete, formal scientific ideas.

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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.

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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.

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Where Did Combinators Come From? Hunting the Story of Moses Schönfinkel
Computational Essay Stephen Wolfram Computational Essay Stephen Wolfram

Where Did Combinators Come From? Hunting the Story of Moses Schönfinkel

Stephen Wolfram

Looking back a century it’s remarkable enough that Moses Schönfinkel conceptualized a formal system that could effectively capture the abstract notion of computation. And it’s more remarkable still that he formulated what amounts to the idea of universal computation, and showed that his system achieved it. 

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Combinators and the Story of Computation
Computational Essay Stephen Wolfram Computational Essay Stephen Wolfram

Combinators and the Story of Computation

Stephen Wolfram

Moses Schönfinkel imagined that with combinators he was finding “building blocks for logic”. And perhaps the very simplicity of what he came up with makes it almost inevitable that it wasn’t just about logic: it was something much more general. Something that can represent computations. Something that has the germ of how we can represent the “machine code” of the physical universe.

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Combinators: A Centennial View
Computational Essay Stephen Wolfram Computational Essay Stephen Wolfram

Combinators: A Centennial View

Stephen Wolfram

Before Turing machines, before lambda calculus—even before Gödel’s theorem—there were combinators. They were the very first abstract examples ever to be constructed of what we now know as universal computation—and they were first presented on December 7, 1920. In an alternative version of history our whole computing infrastructure might have been built on them. But as it is, for a century, they have remained for the most part a kind of curiosity—and a pinnacle of abstraction, and obscurity. 

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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.

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The Empirical Metamathematics of Euclid and Beyond
Computational Essay Stephen Wolfram Computational Essay Stephen Wolfram

The Empirical Metamathematics of Euclid and Beyond

Stephen Wolfram

One of the many surprising things about our Wolfram Physics Project is that it seems to have implications even beyond physics. In our effort to develop a fundamental theory of physics it seems as if the tower of ideas and formalism that we’ve ended up inventing are actually quite general, and potentially applicable to all sorts of areas. One area about which I’ve been particularly excited of late is metamathematics—where it’s looking as if it may be possible to use our formalism to make what might be thought of as a “bulk theory of metamathematics”.

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Exploring Rulial Space: The Case of Turing Machines
Computational Essay Stephen Wolfram Computational Essay Stephen Wolfram

Exploring Rulial Space: The Case of Turing Machines

Stephen Wolfram

Let’s say we find a rule that reproduces physics. A big question would then be: “Why this rule, and not another?” I think there’s a very elegant potential answer to this question, that uses what we’re calling rule space relativity—and that essentially says that there isn’t just one rule: actually all possible rules are being used, but we’re basically picking a reference frame that makes us attribute what we see to some particular rule. In other words, our description of the universe is a sense of our making, and there can be many other—potentially utterly incoherent—descriptions, etc.

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