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HomeBlogSkill Building & Careers
Skill Building & Careers

AI Hallucinations in Code: Fake Functions and Packages

AI sometimes invents functions, libraries or options that do not exist. Learn why it happens, how to spot it and how to protect your project.

The Teyro TeamOct 26, 20261 min read
On this page6 sections
  1. Direct answer
  2. Typical forms
  3. How to catch them
  4. Where Teyro fits
  5. The bottom line
  6. More guides

It uses a function that sounds perfect. The function does not exist.

Direct answer

AI hallucinations in code are invented functions, parameters, packages or settings that look real. They happen because models generate likely-looking text rather than verifying facts. Protect yourself by running code, checking the official docs and verifying every new package before you install it.

Typical forms

  • A method that is not in the library.
  • A configuration option that was removed or never existed.
  • A package name that does not exist, which attackers can register to catch people out.
  • Confident but wrong explanations.

How to catch them

  1. Run it. Errors reveal many hallucinations immediately.
  2. Check documentation for any unfamiliar function.
  3. Verify packages on the official registry: age, maintainers, downloads.
  4. Ask for sources and then check them yourself.
  5. Give the AI the real docs or the actual file to work from.

Where Teyro fits

Teyro's Working with AI Coding Agents course turns this into short lessons you can play in a few minutes a day. It has 60 lessons, and you can start free.

The bottom line

Trust, then verify. Especially before installing anything new.

More guides

  • Model Context Protocol (MCP) Explained for Beginners
  • Test-Driven Development With AI
  • AI Pair Programming
  • How to review ai generated code
  • Working with AI Coding Agents course

Frequently asked questions

What is an AI hallucination in code?

When an AI produces code, function names, packages or settings that look plausible but do not exist or do not work that way.

Why do hallucinations happen?

Models predict likely text rather than checking facts, so they can generate convincing but wrong details.

How do I avoid them?

Run the code, check official documentation, pin package versions and verify any new dependency before installing.

Learn it by playing

Working with AI Coding Agents turns this into short, playable lessons. Free to start.

See the Working with AI Coding Agents course

Free to start · No credit card needed

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Written by

The Teyro Team

Learning Team at Teyro

We build Teyro — an AI-powered learning platform that turns skill-building into a daily habit through bite-sized, gamified lessons. We write about the learning science and study strategies that shape our product.

More from The Teyro Team

On this page

  • Direct answer
  • Typical forms
  • How to catch them
  • Where Teyro fits
  • The bottom line
  • More guides

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