A 100-to-1 cost asymmetry justifies ninety-nine false alarms to prevent a single catastrophic event. This LessWrong analysis argues that modern fear of appearing alarmist ignores the mathematical reality of risk mitigation. Practitioners must prioritize avoiding total loss over maintaining a perfect track record. Miscalculating this trade-off risks ignoring existential threats for social prestige.