  This note provides a conceptual clarification of Ronald Aylmer Fisher's
(1935) pioneering exact test in the context of the Lady Testing Tea experiment.
It unveils a critical implicit assumption in Fisher's calibration: the taster
minimizes expected misclassification given fixed probabilistic information.
Without similar assumptions or an explicit alternative hypothesis, the
rationale behind Fisher's specification of the rejection region remains
unclear.
