Governing frontier general-purpose AI in the public sector: adaptive risk management and policy capacity under uncertainty through 2030

ArXi:2604.06215v1 Announce Type: cross The governance of frontier general-purpose artificial intelligence has become a public-sector problem of institutional design, not merely a technical issue of model performance. Recent evidence indicates that AI capabilities are advancing rapidly, though unevenly, while knowledge about harms, safeguards, and effective interventions remains partial and lagged.