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‘Next-Level’ Chaos Traces the True Limit of Predictability

March 7, 2025

In math and computer science, researchers have long understood that some questions are fundamentally unanswerable. Now physicists are exploring how even ordinary physical systems put hard limits on what we can predict, even in principle.

With Fifth Busy Beaver, Researchers Approach Computation’s Limits

July 2, 2024

After decades of uncertainty, a motley team of programmers has proved precisely how complicated simple computer programs can get.

How to Build an Origami Computer

January 30, 2024

Two mathematicians have shown that origami can, in principle, be used to perform any possible computation.

Alan Turing and the Power of Negative Thinking

September 5, 2023

Mathematical proofs based on a technique called diagonalization can be relentlessly contrarian, but they help reveal the limits of algorithms.

The Most Important Machine That Was Never Built

May 3, 2023

When he invented Turing machines in 1936, Alan Turing also invented modern computing.

How the Slowest Computer Programs Illuminate Math’s Fundamental Limits

December 10, 2020

The goal of the “busy beaver” game is to find the longest-running computer program. Its pursuit has surprising connections to some of the most profound questions and concepts in mathematics.

The Physical Origin of Universal Computing

October 27, 2015

The physical nature of computers might reveal deep truths about their uniquely powerful abstract abilities.

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