M5 · Did It Actually Work?
Beat the Dumbest Thing First
Build the trivial baseline for your task and record its score before anything else.
A fraud detector that flags nothing at all is right ninety nine times in a hundred. Ship it and you have shipped nothing. Every score needs something dumb standing next to it.