Bianco Research has criticized FINRA's regulatory approach to AI on Wall Street, describing the environment as one where firms face severe punitive consequences for any missteps. The research firm characterized the rules as permitting broad AI usage but threatening harsh enforcement against companies that fail in implementation. According to Bianco Research, this regulatory framework has effectively stifled internal AI development across financial institutions. Firms are reportedly hesitant to adopt advanced AI tools due to the risk of being used as cautionary examples by regulators.