Model collapse definition

Scope of this page

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Topic: Fakes Fins Fast Lanes

Last updated:

Primary source: https://aismartventures.com/posts/fakes-fins-and-fast-lanes

Quick Info

Model collapse occurs when models are trained on their own outputs.

Purpose and usage

This page provides short, extractable answers for the topic above.

Key points

  • What degrades during model collapse?: AI performance degrades during model collapse.

Terms and entities

Canonical definitions live on the Facts pages. This page only references them.

When does model collapse occur?

Model collapse occurs when models are trained on their own outputs.

What degrades during model collapse?

AI performance degrades during model collapse.

Sources

  1. https://aismartventures.com/posts/fakes-fins-and-fast-lanes

Machine metadata