Sapiens
Philosophy

What is the Turing test?

Published June 1, 2026 · 4 min read

THE TURING TESTCan you tell which is which?A judge types to two hidden rooms — one human, one machine.judge?a persona machineIf the judge can't reliably tell them apart, the machine passes.

Definition

A 1950 thought experiment: a machine passes if a judge chatting by text cannot tell it apart from a real person.

At a glance

  • Proposed by Alan Turing in 1950, originally called the imitation game.
  • A text-only behavior test: pass if a judge can’t reliably tell the machine from a human.
  • In a 2025 UC San Diego study, GPT-4.5 was judged human 73 percent of the time.
  • Passing means convincing imitation, not real understanding or truthfulness.

How it works

A judge types back and forth with two hidden partners, one human and one computer, and guesses which is which[1]. If they can’t reliably tell them apart, the machine passes[2]. It’s text only, so looks and voice don’t count.

Has anything passed it

For decades, nothing did. Then GPT-4 was judged human about 54 percent of the time in 2024, and GPT-4.5 with a persona hit 73 percent in 2025, often beating the real humans[3]. By Turing’s original yardstick, modern AI now passes[4].

Why it matters for your business

Customers increasingly can’t tell your chatbot from a person. That makes AI support cheaper and more natural, but it can still state errors confidently, so honesty and trust matter. Many regions and companies now disclose when a customer is talking to a bot[5].

Bottom line

AI now clears the conversation bar, so the real question is whether and when you should tell customers your chatbot isn’t human.

References

  1. Computing Machinery and Intelligence — A. M. Turing. Mind courses.cs.umbc.edu
  2. Turing test. Wikipedia en.wikipedia.org
  3. Large Language Models Pass the Turing Test. arXiv arxiv.org
  4. AI Can Seem More Human Than Real Humans in a Classic Turing Test. UC San Diego Today today.ucsd.edu
  5. Do customer service chatbots need to pass the Turing test. TechTarget www.techtarget.com

Comments

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