Related research and data

• Artificial Intelligence
• The brief history of artificial intelligence: the world has changed fast — what might be next?

Charts

• Affiliation of research teams building notable AI systems, by year of publication
• Annual attendance at major artificial intelligence conferences
• Annual global corporate investment in artificial intelligence, by type
• Annual granted patents related to artificial intelligence, by industry
• Annual industrial robots installed in top 5 countries
• Annual patent applications related to AI per million people
• Annual patent applications related to AI, by status
• Annual patent applications related to artificial intelligence
• Annual private investment in artificial intelligenceCSET
• Annual private investment in artificial intelligenceNetBase Quid
• Annual private investment in artificial intelligence, by focus areaNetBase Quid
• Annual professional service robots installed globally, by application area
• Annual scholarly publications on artificial intelligence
• Artificial intelligence: Performance on knowledge tests vs. dataset size
• Artificial intelligence: Performance on knowledge tests vs. number of parameters
• Artificial intelligence: Performance on knowledge tests vs. training computation
• Computation used to train notable AI systems, by affiliation of researchers
• 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
• Cumulative number of large-scale AI systems by country since 2017
• Cumulative number of notable AI systems by domain
• Domain of notable artificial intelligence systems, by year of publication
• Employer of new AI PhDs in the United States and Canada
• Exponential growth of computation in the training of notable AI systems
• Exponential growth of datapoints used to train notable AI systems
• Exponential growth of parameters in notable AI systems
• GPU computational performance per dollar
• Global annual number of reported artificial intelligence incidents and controversies
• Global investment in generative AI
• Global views about AI's impact on society in the next 20 years, by demographic group
• Global views about the safety of riding in a self-driving car, by demographic group
• Hardware and energy cost to train notable AI systems
• Highest chess rating ever achieved by computers
• How worried are Americans about their work being automated?
• ImageNet: Top-performing AI systems in labeling images
• Industrial robots: Annual installations and total in operation
• Market share for logic chip production, by manufacturing stage
• Newly-funded artificial intelligence companies
• Number of large-scale AI systems released per year
• Parameters in notable artificial intelligence systems
• Parameters vs. training dataset size in notable AI systems, by researcher affiliation
• Protein folding prediction accuracy
• Scholarly publications on artificial intelligence per million people
• Share of artificial intelligence jobs among all job postings
• Share of companies using artificial intelligence technology
• Share of women among new computer science PhDs, United States and Canada
• Test scores of AI systems on various capabilities relative to human performance
• Top performing AI systems in coding, math, and language-based knowledge tests
• Total number of AI PhD graduates in US and Canada
• Training computation vs. dataset size in notable AI systems, by researcher affiliation
• Training computation vs. parameters in notable AI systems, by domain
• Training computation vs. parameters in notable AI systems, by researcher affiliation
• Views about AI's impact on society in the next 20 years
• Views about the safety of riding in a self-driving car
• Views of Americans about robot vs. human intelligence