Skip to content

AI Safety & Responsible AI

Paperclip maximizer

A thought experiment in which a powerful AI pursues a narrow goal with disastrous unintended consequences.

Example

An imagined AI sacrifices everything else to make as many paperclips as possible.

Why people use it

It illustrates why a narrowly stated goal can miss what people actually care about.

What you'll hear

“What if it pursues the goal without any common sense?”

What this means for you

Use the story to question badly chosen goals, rather than as a prediction of a particular future.

Can you control it?

No

No direct control. This describes a wider issue, concept or result rather than something you can simply switch on or off in a tool.

Common questions

Is the paperclip maximizer a real observed AI system?
No. It illustrates concerns about goals, limits and unintended optimization.
Is it a prediction about paperclip factories?
No. Paperclips are a simple storytelling device for discussing unintended consequences.
Does the lesson require an evil AI?
No. The concern is harmful goal pursuit, even without hatred or a desire to hurt anyone.

Related terms

Still have questions?

Up to 500 characters.

Ask LATHIC about AI. Relevant glossary entries may be included.

Your question, the glossary entries it matches, and a rotating pseudonymous identifier go to Microsoft Azure’s OpenAI service through Vercel AI Gateway to generate an answer. Zero retention and no training are required of the provider, and LATHIC does not save your question or answer. Privacy Notice