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Throw good money after bad
Failed Investments
Use when discussing financial decisions that continue to consume resources without returns. 
Futility Nuance
Emphasizes the pointless nature of further investment in a failing endeavor. 
Emotional Connotation
Carries frustration or disapproval towards the continued spending or effort. 