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Deepfake fraud drained $1.1 billion from U.S. corporate accounts in 2025, tripling from $360 million the year before. By midyear last year, documented incidents had already quadrupled the 2024 total. And most corporate communications and brand teams remain dangerously unprepared.
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Another study conducted by The World Bank Group comparing predictive models for startup outcomes found that even structured forecast approaches struggle to predict success, underscoring that intuitive or judged signals, like competition wins, are not reliable predictors of future performance.