Hinton: humanity may have only a year or two to prepare AI oversight
In a 55-minute interview on 《Smart Girl Dumb Questions》 released October 6, Geoffrey Hinton argued that frontier AI should have to prove its safety to independent regulators before launch, much as drugs do, rather than self-certifying, and said the window for regulation and safety preparation may be very short. He rejected the “stop AI” framing, likening oversight to a steering wheel rather than a brake, gave high marks to Anthropic CEO Dario Amodei's “Pace the Frontier” proposal, and stressed that the hard part is accepting constraints when safety rules collide with funding and product timelines. He also described using GPT to revisit the wake-sleep algorithm he worked on 30 years ago, collapsing feedback loops from about a week to minutes while keeping problem selection and judgment with the researcher.
Hinton remains one of the most cited voices on AI risk, and his shift from doom warnings toward concrete approval and governance mechanisms can shape how policymakers and labs frame safety obligations.