Using Moran-Fermi evolutionary dynamics, the paper derives conditions on community sentiment priors for audited-agent adoption and fixation bounds, while showing that self-audited agents are not generally sufficient to prevent harm.
Both eyes open: Vigilant incentives help auditors improve AI safety.Journal of Physics: Complexity, 5(2):025009, 2024
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The Two Genie Game: Adoption and Welfare in Audit-Grounded AI Governance
Using Moran-Fermi evolutionary dynamics, the paper derives conditions on community sentiment priors for audited-agent adoption and fixation bounds, while showing that self-audited agents are not generally sufficient to prevent harm.