17 August 2026updated 18 August

AI leaders debate whether efficiency gains democratize or concentrate power

  • Replit's CEO and Elon Musk point to an 18x improvement in AI output per unit of energy over 16 months as evidence AI will soon run on ordinary devices.
  • Anthropic's CEO argues that despite efficiency gains, the economics of AI development still favor well-funded companies and require rigorous safety testing before deployment.
  • David Sacks accuses Anthropic of using regulatory proposals to protect its market position rather than genuinely improve AI safety.

How it was covered

AI BreakfastIndependent editors

Replit CEO Amjad Masad and Elon Musk point to an 18x jump in intelligence output per joule over 16 months, arguing this will democratize AI to standard devices. Anthropic CEO Dario Amodei counters that scaling laws concentrate power among deep-pocketed labs and defends strict pre-deployment testing. David Sacks slams Amodei's proposed federal approval agency as regulatory capture designed to lock in Anthropic's advantage.