Why did the man searching for his keys in the shady place keep bumping into trees?
Because he was convinced his keys had mastered the art of camouflage and were playing hide-and-seek with him in the shadows!
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See the Streetlight Effect.
One of the challenges looking for a non local maximum is that it can require creating a big change which like Economic Step Function it can destabilize the system for the worse.
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