Local pairwise comparisons in decision-making have limitations due to strong assumptions about sufficiency of local comparisons, impacting participatory design and alignment. This research exposes these limitations, affecting areas like human-centered AI. Decision-support systems will need to incorporate more nuanced comparison methods to accurately reflect user preferences.
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13 days ago