Operational AI Alignment

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  • IAA1 IAA1
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  • uploaded August 7, 2025

Today, businesses are already deploying AI systems that optimise the wrong things. There's a temptation to focus on the metrics that are easy to track, but completely misaligned with real goals. My submission is about "Operational AI Alignment", a key part of AI Governance which is about the coordination of teams, systems and resources within an organisation to ensure alignment of AI with business objectives. My video goes through a framework for approaching the problem and a range of useful tools that are practical and immediately applicable to current AI implementations.    In my role as a consultant, I've worked with organisations implementing AI solutions across various functions and seen many of the same mistakes and oversights. Many of these include issues with bridging the gap between high-level strategy/business understanding and proper technical grasp of capability, risks and limitations of the technology... a gap Actuaries are used to working within!

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Categories: DATA SCIENCE / AI

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