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

Paper recorded by Signals 4 on 2026-09-10 in cs.LG. Abstract reproduced from arXiv; link to the original below.

Published 2026-09-10 on arXiv · recorded by Signals 4 on 2026-09-11

Category: cs.LG · 机器学习 · first seen 2026-09-11

Abstract

Artificial Intelligence does more than create a governance problem. It can also reveal where institutions have already failed to provide responsiveness, belonging, care, and accountability. Once deployed, AI becomes an intervention in those conditions. It can repair, compound, substitute for, or conceal the failures it encounters. Responsible AI must therefore evaluate both the system and the inst

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#68 most recent of 215 cs.LG papers we have recorded · ↑ newer: Data Scarcity and Model Sparsity: Mixtures-of-Experts Overfit More to · ↓ older: TART: A Modular Tool for Technique-Aware Audio-to-Tablature Guitar Tra
Cite this page: From Protocols to Evidence: Bounded Claims for AI in Service of the Common Good: the #68 most recent of 215 cs.LG papers we have recorded (as of 2026-09-10). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/from-protocols-to-evidence-bounded-claims-for-ai-in-service-of-the-common-good.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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