Pauly's Papers - Human-in-the-Loop at Scale: Managing AI Risks, Roles, and Realities.

Episode Summary

In this insightful episode, we delve into the complexities of managing AI risks, roles, and realities with Paul Wolfe, editor and lead researcher behind the comprehensive report "Human-in-the-Loop at Scale." Paul shares his thoughtful analysis of why there's a vast gap between AI ambition and actual organizational maturity, outlining the importance of his three-layer governance model—Software Infrastructure, LLM Reasoning, and Human-in-the-Loop oversight. Through personal anecdotes and detailed case studies, Paul highlights the nuanced human dynamics that influence AI deployment, emphasizing the distinct challenges faced by software developers, people managers, and subject-matter experts.

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