Yes, there are penalties for incorrectly reporting or failing to report the Work Opportunity Credit. The IRS may impose penalties for inaccurate or incomplete information reported on Form 5884. These penalties can include fines and potential legal action. It is crucial to ensure that all information is reported accurately and timely to avoid any potential penalties.