Why do standard deviation strategies fail so often?

Standard deviation fails during news events, regime shifts, and thin sessions. Readings lag volatility spikes, producing late signals. Crypto volatility distorts calculations constantly. Recognizing failure conditions prevents losses. Why do standard deviation strategies fail for you?