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Familiar Pattern Override

Last reviewed: 2026-01-03

Familiar pattern override is when people assume legitimacy because a message resembles prior legitimate interactions. AI can copy formatting, language, and timing patterns. SAF recommends verifying high-stakes requests even when they "look exactly like" a known process, especially if urgency increases.

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