> I guess a good portion of dates are disappointing anyway and there are even those that get catfished, so it's always worth trying something else out.
You have a signal for a go/no go decision. You know that the signal is noisy and also biased. You argue that this means you should ignore the signal completely and simply choose 'go' in all cases.