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Paulo Benanti

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#machine learning Preprint Sep 2026

From Protocols to Evidence: Bounded Claims for AI in Service of the Common Good

RISE AI provides an evidence architecture for making bounded claims about Responsibility, Inclusivity, Safety, and Empowerment, and a rupture test that evaluates deployment against explicit human and non-AI baselines.

Nitesh V. Chawla, Paulo Benanti · 0 citations