Raul Rojas shares insights on the challenges of integrating AI/ML into an enterprise, drawing from his experience in Microsoft Research. He discusses the considerations for introducing an AI model, the consequences, and how to set guard rails for developers. Raul explores the current regulatory landscape and the considerations for AI/ML compliance in security governance programs. He highlights the need for enhanced security fundamentals to deal with new realities, including protecting the supply chain, approaching AI scenarios in threat modeling, building controls for resilience, and the demands of real-time logging and auditing. The talk concludes with guidance on educating compliance organizations, leaders, and developers about AI/ML risks and adopting AI with due diligence.