In isolated tests, the improvement was ~8×. Amdahl’s law suggests that, in the real system, we should see a substantially lower improvement. Instead, we saw the improvement grow to ~13×.
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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.