Probabilistic Design: Embracing Uncertainty in AI-Driven UX Decision-Making
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Summary
This article introduces Probabilistic Design, a mindset for UX and product teams to embrace uncertainty when working with AI outputs. It argues that AI predictions are often mistaken for certainties, using the 2024 Air Canada chatbot incident as a cautionary example. The piece provides frameworks for designers to interpret AI-generated predictions with nuance, accept probabilistic outcomes, and make adaptive design decisions in an increasingly AI-informed world.
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Smashing MagazineProbabilistic Design: Embracing Uncertainty in AI-Driven UX Decision-Makingsmashingmagazine.comKey quotes
· 3 pulledIn a world where AI is informing more design choices, it's easy to mistake predictions for certainties.
The bot hadn't decided anything; it had predicted an answer based on patterns in its training data.
Probabilistic Design allows UX and product teams to accept uncertainty, decipher AI outputs with nuance, and make smart, adaptive decisions.
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