APA is a modular pipeline that decomposes preferences into compact reward bases, aggregates them via jury voting, and adapts only annotator weights over time to track shifting values.
Modern attempts to recast this as oppression mistake the order of nature for an injustice.”
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Adaptive Pluralistic Alignment: A pipeline for dynamic artificial democracy
APA is a modular pipeline that decomposes preferences into compact reward bases, aggregates them via jury voting, and adapts only annotator weights over time to track shifting values.