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Zeitgeist — a spike by Chris Gathercole
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  2. Arvind Narayanan & Sayash Kapoor — AI as Normal Technology (formerly AI Snake Oil)/

Do AI Risks Require Extraordinary Government Intervention?

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  • Argue against extraordinary interventions like AI nonproliferation or strict release restrictions, since AI techniques (unlike nuclear material) are widely known and replicable within months — enforcement would be unsustainable.
  • Historical precedent (encryption controls, bomb-making info restrictions) shows such restrictions tend to expand scope over time while burdening legitimate companies more than bad actors.
  • Point to cybersecurity as the working model: vulnerability-detection tools are freely available, and defense improved via bug bounties, hardened OS/browsers, and automated testing rather than access restriction.
  • Practical takeaway: invest in distributed societal resilience — red-teaming for hospitals/schools/power grids, biosecurity material screening — rather than centralized control of AI development.