The brief history of artificial intelligence: the world has changed ...
Dec 6, 2022 · The chart shows how we got here by zooming into the last two decades of AI development. The plotted data stems from a number of tests in which human and AI performance were evaluated in different domains, from handwriting recognition to language understanding.
AI timelines: What do experts in artificial intelligence expect for the ...
Feb 7, 2023 · A discussion of the two most widely used concepts for thinking about the future of powerful AI systems – human-level AI and transformative AI – can be found in this companion article. The visualization shows when individual experts gave a 50% chance of human-level machine intelligence.
Artificial Intelligence - Our World in Data
We discuss this data in more detail in our article on the history of artificial intelligence. The recent evolution of AI, particularly large language models, is closely tied to the surge in computational power. Each dot on this chart represents a distinct language model.
Artificial intelligence is transforming our world — it is on all of us ...
Dec 15, 2022 · What is at stake as artificial intelligence becomes more powerful? All major technological innovations lead to a range of positive and negative consequences. For AI, the spectrum of possible outcomes — from the most negative to …
The long-run perspective on technological change - Our World in …
Feb 22, 2023 · Some recent developments go in this direction: DeepMind’s AlphaFold helped to make progress on one of the large problems in biology, and they have also developed an AI system that finds new algorithms that are relevant to building a more powerful AI.
Views about AI's impact on society in the next 20 years
Computation used to train notable artificial intelligence systems, by domain. Countries with national artificial intelligence strategies. Cumulative AI-related bills passed into law since 2016, as of 2023. Cumulative number of large-scale AI models by domain since 2017.
Test scores of AI systems on various capabilities relative to human ...
Apr 2, 2024 · This dataset captures the progression of AI evaluation benchmarks, reflecting their adaptation to the rapid advancements in AI technology. The benchmarks cover a wide range of tasks, from language understanding to image processing, and are designed to test AI models' capabilities in various domains.
Trade and Globalization - Our World in Data
The following visualization presents a compilation of available trade estimates, showing the evolution of world exports and imports as a share of global economic output. This metric (the ratio of total trade, exports plus imports, to global GDP) is known as the “openness index”.
Computation used to train notable artificial intelligence systems, …
Oct 1, 2024 · During the training phase, AI models process large volumes of data, while continuously adapting and refining their parameters to optimize performance, rendering the training process computationally intensive. Many factors influence the magnitude of training computation within AI systems.
Historical price of computer memory and storage
Adoption of communication technologies per 100 people. Annual number of objects launched into space. Computation used to train notable artificial intelligence systems, by domain. Computational capacity of the fastest supercomputers.