A logical alarm for misaligned binary classifiers

Andrés Corrada-Emmanuel, Ilya Parker, Ramesh Bharadwaj

If two agents disagree in their decisions, we may suspect they are not both correct. This intuition is formalized for evaluating agents that have carried out a binary classificatio…