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Super Mario Hides Unexpected Mathematical Complexity: The Game as a Universal Computer

Super Mario Hides Unexpected Mathematical Complexity: The Game as a Universal Computer

Photo: MIT Technology Review

Quick answer

MIT researchers proved that Super Mario levels are mathematically undecidable because they can model any computer.

A team of researchers from MIT, led by Professor Erik Demaine, has proven that the classic game Super Mario possesses properties that make it mathematically undecidable. The scientists demonstrated that game levels can simulate the operation of an arbitrary computer, placing them alongside fundamental problems in computation theory, such as the halting problem.

The research is based on the concept of 'gadgets'—local sections of a game level that function as logical elements. For example, a door in the game can be opened or closed depending on the position of an enemy (Spiny), allowing the simulation of true or false statements. By combining such elements, the researchers created counters capable of storing and processing data, much like a computer's memory.

The significance of this discovery lies in the fact that even with a limited level size, the number of enemies and obstacles can be infinite, enabling the simulation of a computer with unlimited memory. This means that, in theory, Super Mario levels could be used to solve any computational problem, from scheduling optimization to proving mathematical theorems or even working with large language models (LLMs).

The findings highlight that even seemingly simple games can conceal complex mathematical structures. The study also expands the understanding of computational boundaries and demonstrates how game mechanics can be applied to model real-world computational processes.

Common questions

Why are Super Mario levels considered undecidable?
Because they can simulate a universal computer, making their analysis equivalent to the halting problem—a classic undecidable problem in computation theory.
What are 'gadgets' in the context of Super Mario?
Game elements that replicate logical operations, such as doors that open or close based on enemy positions. They are used to model computational processes.
What practical applications could this discovery have?
Theoretically, Super Mario levels could solve any computational task, from scheduling optimization to proving mathematical theorems or working with AI models.
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Why trust this

Prepared by the V-Help editorial team from the primary source with a published date.

Published by: V-Help.ru news desk

Source: MIT Technology Review