In the largest-ever penalty paid by a Wall Street firm, Goldman Sachs & Co. on Thursday agreed to pay $550 million to settle Securities and Exchange Commission fraud charges.

Goldman, in the 10-page consent decree, admitted that it made mistakes and regretted its failure to disclose relevant information.