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AFTER CERTAINTY

Person

Andrew Zaldivar

Researcher on model cards and responsible AI documentation at Google.

Why this matters

Zaldivar frames reporting as a design choice—what gets written down shapes what organizations can later contest.

Focus in observatory

Works

article

Model Cards for Model Reporting.

Mitchell, Margaret, Simone Wu, Andrew Zaldivar, Parker Barnes, Lucy Vasserman, Ben Hutchinson, Elena Spitzer, Inioluwa Deborah Raji, and Timnit Gebru. "Model Cards for Model Reporting." *Proceedings of the Conference on Fairness, Accountability, and Transparency (FAccT)*, 220-229. https://doi.org/10.1145/3287560.3287596.

Related books

Book

Coupling

Cohesion, Consequence, and the Architecture of Responsibility

A practical framework for seeing where systems are tightly joined, where they drift apart, and how those coupling choices shape accountability over time.