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Kevin Feng

2 accepted papers

2025

Position: Democratic AI is Possible. The Democracy Levels Framework Shows How It Might Work.

ICML 2025poster

This position paper argues that effectively "democratizing AI" requires democratic governance and alignment of AI, and that this is particularly valuable for decisions with systemic societal impacts. Initial steps—such as Meta's *Community Forums* and Anthropic's *Collective Constitutional AI*—have…

Cited by 0SourcePDFScholar
2025

SPICA: Retrieving Scenarios for Pluralistic In-Context Alignment

ACL 2025finding

When different groups’ values differ, one approach to model alignment is to steer models at inference time towards each group’s preferences. However, techniques like in-context learning only consider similarity when drawing few-shot examples and not cross-group differences in values. We propose SPIC…