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AFTER CERTAINTY

Person

Saleema Amershi

HCI researcher and co-author of guidelines for human-AI interaction in product design and responsible machine learning.

Why this matters

Amershi translates model capability into interaction design—when AI enters workflows, correction needs interface-level seriousness.