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AGI (Artificial General Intelligence)

Future of Jobs - You can outsource the thinking but not the understanding

  • Sentient / Intelligence Explosion / Technological singularity / Superintelligence
  • Current - ANI - Artificial Narrow Intelligence
  • ASI — Artificial Super Intelligence

AGI / Singularity​

AGI will be intellectually, morally, ethically and creatively superior to humans in every conceivable way

An "intelligence explosion" refers to a hypothetical scenario where a self-improving AI system could rapidly and exponentially increase its intelligence, surpassing human intelligence. This concept, also known as the "singularity," suggests that the initial superintelligent machine could design even better machines, leading to a cascade of intelligence growth.

AutoResearch​

One day, frontier AI research used to be done by meat computers in between eating, sleeping, having other fun, and synchronizing once in a while using sound wave interconnect in the ritual of "group meeting". That era is long gone. Research is now entirely the domain of autonomous swarms of AI agents running across compute cluster megastructures in the skies. The agents claim that we are now in the 10,205th generation of the code base, in any case no one could tell if that's right or wrong as the "code" is now a self-modifying binary that has grown beyond human comprehension. This repo is the story of how it all began. -@karpathy, March 2026.

GitHub - karpathy/autoresearch: AI agents running research on single-GPU nanochat training automatically · GitHub ⭐ 86k

GitHub - karpathy/nanochat: The best ChatGPT that $100 can buy. · GitHub ⭐ 55k

I don’t think we are close to “AI scientists”