Skip to main content
AI-FOR-TESTING5 MIN READ

Write a Metamorphic Test for a Summarizer

Design a metamorphic relation that tests an AI summarizer without exact output matching.

A meeting summarizer produces variable but plausible recaps. The team needs a regression test that catches hallucinated decisions without requiring one exact summary. Define a transformation and an invariant: when the input changes in a controlled way, the output must preserve or drop specific facts accordingly. The common trap is writing a vague rule like summary should still be good. That is not a test. A metamorphic relation must say what changes, what stays true, and how failure is detected. Choose invariant Pick the property that must hold across acceptable summaries: decisions and owners must match source facts. The invariant…

Read the full lesson

Sign up free — one personalized lesson every day, matched to your role and goals.

Already have an account? Sign in

← Back to library
Contact us