Internal Pluralism and the Limits of Pairwise Comparisons
Local pairwise comparisons are a standard tool for learning how people want decision rules to work, e.g., in participatory design or alignment. However, their use builds in two strong assumptions: that local comparisons are sufficient evidence about how a person wants an automated decision rule to behave, and that people can always answer those comparisons decisively. We investigate how these assumptions may be compromised under internal pluralism: the idea that an individual evaluates decision rules according to multiple authoritative priorities about how the rule should behave. We provide a formal model of such pluralistic preferences over decision rules, which then lets us identify two...
| Authors | Bailey Flanigan, Michelle Si |
|---|---|
| Primary category | cs.AI |
| Published | 2 July 2026 |
| Last updated at source | 17 July 2026 |
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