Pluralistic AI alignment requires surfacing value conflicts via scoping, signalling, and repair rather than preference aggregation alone, as evidenced by low repair quality on contested prompts in tested frontier models.
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From Sycophantic Consensus to Pluralistic Repair: Why AI Alignment Must Surface Disagreement
Pluralistic AI alignment requires surfacing value conflicts via scoping, signalling, and repair rather than preference aggregation alone, as evidenced by low repair quality on contested prompts in tested frontier models.