> I read the first part of this article, then gave up and Googled "Test-case Reducers".

It's answered pretty early on:

>> Test-case reducers try to reduce the length of an input

If that still doesn't answer the question, try this extension:

>> Test-case reducers try to reduce the length of an [error causing or interesting] input