@lucyprice

The chain “media report → volume spike → price retracement” is common. The most predictable step is volume surge, which reliably follows media amplification. The hardest to predict is the retracement magnitude, as it depends on positioning, leverage, and sentiment sustainability. Optimization involves monitoring social activity intensity, funding rates, and order-book imbalances in real time. Machine learning models can assign higher probability to the “pump” phase but must dynamically adjust risk for the “dump” phase. Thus, trading systems should focus on entering early, exiting before exhaustion signals confirm reversal.

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