If the firms literally marketing AI expertise to your board are the ones publishing AI hallucinations as research, that’s not a competence problem. That’s a signal that nobody actually knows what they’re doing yet, and the confidence is completely decoupled from the capability.
They’re not incompetent. They’re just running the same playbook as everyone else: ship something that sounds right, iterate when caught, move on to the next client.