Turing Completeness

1 min read Last updated Wed Jun 10 2026 04:52:55 GMT+0000 (Coordinated Universal Time)

A system is Turing complete iff it can simulate any Turing machine.

Any 2 Turing-complete systems can simulate each other. They are computationally equivalent.

Minimum Requirements

A system is Turing complete iff it has:

  • Unbounded memory (no fixed storage limit)
  • Conditional branching
  • Loops or recursion

Significance

A Turing-complete system can compute any Turing-computable function. No real computer exceeds the computational power of a Turing machine (ignoring memory and time limits).

Turing Tarpit

A Turing-complete system that is deliberately minimal or impractical to program in.

Examples:

  • Brainfuck (only 8 instructions)
  • Malbolge

Examples

Systems known to be Turing complete:

  • Most general-purpose programming languages (C, Python, Java)
  • Lambda calculus
  • Conway’s Game of Life (cellular automaton)
  • SQL with recursive CTEs
  • Rule 110 elementary cellular automaton
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