Beyond the Takeoff Mirage: Toby Ord on RSI, Geopolitics, and AI Governance Oxford philosopher Toby Ord, in an interview on the 80,000 Hours Podcast, argued that frontier AI development faces fundamental conceptual bottlenecks that undermine the likelihood of immediate recursive self-improvement and rapid intelligence explosions. He also warned of grave geopolitical risks from unilateral superintelligence and advocated for Cold War-style verification regimes to govern the transition to AGI. In an authoritative interview on the 80,000 Hours Podcast, Oxford's Toby Ord dismantles the orthodoxy of immediate recursive self-improvement and rapid intelligence explosions. He outlines why frontier AI development faces fundamental conceptual bottlenecks, explores the grave geopolitical risks of unilateral superintelligence, and argues for Cold War-style verification regimes to govern the transition to AGI.