Nearly every major revolution of the twentieth and twenty-first centuries caught the international intelligence community off guard, not because there were no warning signs, but because intelligence systems struggle to translate social and psychological signals into a forecast of collapse. Iran in 1979, the collapse of the Soviet Union, and ideologically diverse movements across the modern era all unfolded despite abundant information, on-the-ground intelligence presence, and continuous reporting. In hindsight, the signs seem obvious: protest, economic erosion, political repression, and loss of trust. In real-time, however, those same signs were not converted into an alert about imminent breakdown. The reason is not a single error, but a deeper interpretive and structural failure well-documented in the academic literature.

Major intelligence failures stem not from a lack of information, but from how it is interpreted. Information about social unrest is almost always available, yet it is often framed as just another wave of protests, a temporary pressure point, or a deviation that can be........

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