The filter is a dropdown box that appears when you click the `Severity ⬇️ ` label in the black header bar to the immediate right of the Gradle version.

If you have a large number of messages of different types, filtering by severity to see only `Error`s can be helpful when processing the report.
Errors are the only type of issues that must be resolved for the `checkBinaryCompatibility` task to succeed.