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The MLSecOps Podcast
AI Governance Essentials: Empowering Procurement Teams to Navigate AI Risk
Nov 7, 2024
Dr. Cari Miller, an expert in AI governance and procurement, shares her insights from the AI Procurement Lab and ForHumanity. She discusses essential frameworks for mitigating AI acquisition risks, highlighting the OMB Memo M-24-18's role in guiding government AI procurements. The conversation emphasizes the importance of cross-functional collaboration and AI literacy in organizations. Dr. Miller also addresses the need for trained procurement professionals to navigate AI risks effectively, ensuring responsible and accountable AI deployment.
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Quick takeaways
- The podcast emphasizes the necessity of a structured AI procurement risk management framework to identify and mitigate risks effectively.
- Dr. Miller highlights the critical role of AI literacy across departments to navigate the complexities of responsible AI procurement and deployment.
Deep dives
Focus on AI Governance and Procurement Practices
The discussion emphasizes the critical role of governance in AI procurement, with a specific focus on workplace technology throughout the employment lifecycle, from hiring to separation. An AI audit criteria catalog, developed over 18 months, highlights the importance of evaluating how technology impacts employee productivity and competence. By integrating procurement practices into the strategy, there is a strong push to avoid integrating flawed AI products into organizations, promoting the idea that audits and procurement should be foundational elements of any AI governance plan. The formation of a nonprofit organization, the AI Procurement Lab, signifies a collective effort to establish standards and enhance best practices in AI procurement.
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Discover
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