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“Defensive mechanisms can make two symmetric kinds of mistakes: they can fail to activate in the presence of a threat (false negatives) or become activated when no threat is present (false positives). Even when defenses are functional and optimally calibrated, errors cannot be completely avoided; given the tradeoffs between the costs of different types of errors, the smoke detector principle suggests that defensive systems should typically evolve to commit more false positives than false negatives.” — Marco del Giudice

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Defensive mechanisms can make two symmetric kinds of mistakes: they can fail to activate in the presence of a threat (false negatives) or become activated when no threat is present (false positives). Even when defenses are functional and optimally calibrated, errors cannot be completely avoided; given the tradeoffs between the costs of different types of errors, the smoke detector principle suggests that defensive systems should typically evolve to commit more false positives than false negatives.
— Marco del Giudice