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Cut and run
Sudden Escape
Used when someone leaves quickly to avoid trouble or danger. 
Negative Connotation
Implies a hasty or cowardly departure, often to evade responsibility. 
Avoid in Formality
Considered informal, so it's best not used in formal writing or speeches. 