Import AI 451: Hyperagents Self-Improve Across Domains, Political Superintelligence Framework Proposed

Import AI·high signal

Jack Clark's Import AI 451 covers two major stories: Google/Meta's Hyperagents paper (arXiv 2603.19461) introducing self-referential AI agents where task and meta agents co-modify themselves, achieving cross-domain performance transfer beyond coding — and Stanford's Andy Hall proposing a 'political superintelligence' framework where AI delegates monitor politics and suggest policy on behalf of citizens. The Hyperagents work extends the Darwin Gödel Machine to enable metacognitive self-modification that accumulates improvements across runs.