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Research

The Two Genie Game: Adoption and Welfare in Audit-Grounded AI Governance

Zac Boring June 30, 2026 1 min read
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We ask under what conditions an agent with a harm-minimizing policy can displace an approval-seeking (RLHF) agent in a competitive market, and when that policy is sufficient to prevent community harm. We use evolutionary game theory (finite-population Moran-Fermi pairwise comparison) to formalize this subject to assumptions of wisher hindsight, peer testimony, a monotone harm ledger, sufficient information density of community feedback, and a finit

By Darrell Lewis-Sandy

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