Gabriel Weil argues that proposed independent verification organizations for frontier AI safety create conflicts of interest when developers select and pay their own auditors. He contends that mandatory liability insurance would provide stronger incentives for accurate risk assessment, since insurers bearing financial responsibility would have greater motivation to conduct rigorous evaluations. The author draws parallels to auto insurance and historical precedents like Underwriters Laboratories, proposing that insurance-backed verification would address market failures where customer demand alone cannot drive adequate safety investment in AI development.