I understand AI detectors are important when filtering huge amount of texts. But if there's a single winning story to evaluate, shouldn't human jurors assessmen

I understand AI detectors are important when filtering huge amount of texts. But if there's a single winning story to evaluate, shouldn't human jurors assessment be the gold standard? And if they assess it's human written but it was actually AI assisted ... does it really matter?