country of geniuses in a datacenter
In plain wordsA phrase for future AI so capable that one data center could hold the equivalent of millions of Nobel-level experts, working faster than people on any problem.
A metaphor for the capability level that Dario Amodei calls powerful AI: a data center running millions of copies of one model, each 'smarter than a Nobel Prize winner across most relevant fields', each able to take on tasks of hours to weeks without supervision using the tools a remote employee would, and each perhaps ten to a hundred times faster than a person. The image stresses parallelism and speed rather than a single superhuman mind, and frames the question as what a new nation of millions of top experts could accomplish. Amodei argued that such systems might compress decades of progress in biology and medicine into a few years, while acknowledging that physical experiments, regulation and human institutions would limit the speed-up. AnthropicAnthropic, prop. n.: An American AI company that makes the Claude chatbot and models. It was founded in 2021 by former OpenAI staff and puts particular emphasis on AI safety research. has since used the phrase in policy submissions forecasting such systems as early as late 2026 or 2027.
If we get a country of geniuses in a datacenter, the bottleneck in drug discovery becomes clinical trials.
Origin
Introduced by Dario Amodei, chief executive of Anthropic, in his October 2024 essay 'Machines of Loving Grace: How AI Could Transform the World for the Better', and repeated in his later writing, interviews and company policy documents.
Related
- transformative AItransformative AI, n.: AI that changes the world as deeply as farming or the Industrial Revolution did. It is defined by its effects on society and the economy, not by how humanlike or clever it is.
- artificial general intelligenceartificial general intelligence, n.: AI that could learn and do almost any mental task a capable adult can, rather than excelling at one narrow job. Experts disagree on the exact bar and on when, or whether, it will arrive.
- automated AI researchautomated AI research, n.: Using AI systems to do the work of AI researchers, such as running experiments and writing code for new models, so that AI helps build its own successors.
- Dario AmodeiDario Amodei, prop. n.: An American AI researcher who co-founded Anthropic and is its chief executive, known for early work on scaling and AI safety and for forecasting very rapid AI progress.
- AnthropicAnthropic, prop. n.: An American AI company that makes the Claude chatbot and models. It was founded in 2021 by former OpenAI staff and puts particular emphasis on AI safety research.
- explosive growthexplosive growth, n.: A hypothetical jump in the world economy's growth rate to 30% a year or more, about ten times today's pace, which some economists think AI that replaces human workers could cause.
Sources
- Amodei, D. (2024). Machines of Loving Grace: How AI Could Transform the World for the Better. Personal essay.
Mentioned in
Dario AmodeiDario Amodei, prop. n.: An American AI researcher who co-founded Anthropic and is its chief executive, known for early work on scaling and AI safety and for forecasting very rapid AI progress., Machines of Loving GraceMachines of Loving Grace, prop. n.: A 2024 essay by Dario Amodei, head of the AI company Anthropic, imagining how very capable AI could pack decades of progress against disease, poverty and bad government into a few years — if its risks are managed., personal superintelligencepersonal superintelligence, n.: Mark Zuckerberg's term for a future AI far smarter than people that would serve each person as their own helper, rather than one central system doing everyone's work.