Pluralistic AI agents close 68% of satisfaction and 82% of fairness gaps in public input

jacyanthis · x · 2026-11-14

Results shared by jacyanthis on Pluralistic Agents (PAs) mediating public input: user satisfaction hit 4.8/7 and perceived fairness 3.5/5. Direct discussion remains optimal, but PAs recover 68% of the satisfaction gap and 82% of the fairness gap vs. single AI, and could scale public input to more policies, including technical and confidential topics.

Related event: DeepMind study: pluralistic agents scale public input on AI policy(3 posts)→

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