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Crafting Tailored AI Explanations for Diverse Enterprise Roles

Originally published on NNGroup

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Crafting Tailored AI Explanations for Diverse Enterprise Roles

Summary & Key Takeaways ​

Different roles within an enterprise require distinct types of AI explanations. Explanations should be tailored to the specific context and needs of the user. This customization helps improve understanding and trust in AI systems. A one-size-fits-all approach to AI explanations is ineffective. Consider the user's technical background and decision-making responsibilities.

Our Commentary ​

This is a good point, and one we often overlook when building AI systems. It's not enough to just have an explanation; it needs to be understandable and relevant to the person receiving it. The challenge is designing those dynamic explanations without adding too much cognitive load to the system itself. It's a tricky balance.

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