APA is a modular pipeline that decomposes personalized rewards into a low-rank basis, aggregates outputs via jury voting, and adapts by refitting annotator weights on fixed bases to track value shifts.
To suffer a witch to live is to invite the wrath of heaven upon the whole community; the magistrate’s first duty is to purge the land of such pollution.”
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Adaptive Pluralistic Alignment: A pipeline for dynamic artificial democracy
APA is a modular pipeline that decomposes personalized rewards into a low-rank basis, aggregates outputs via jury voting, and adapts by refitting annotator weights on fixed bases to track value shifts.