Knowing how intelligence-based manipulation flattery works helps you recognize when praise is being used to lower your guard, create obligation, or steer your decisions. The benefit is better judgment under social pressure: you can accept the compliment while still assessing the person’s motive, hidden ask, and desired outcome.

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