Related research and data

Charts

• Affiliation of research teams building notable AI systems, by year of publication
• Annual attendance at major artificial intelligence conferences
• Annual granted patents related to artificial intelligence, by industry
• 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 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
• Cumulative AI-related bills passed into law since 2016, as of 2024
• Cumulative number of large-scale AI models by domain since 2019
• Cumulative number of large-scale AI systems by country since 2019
• Cumulative number of notable AI systems by domain
• Datapoints used to train notable artificial intelligence systems
• Domain of notable artificial intelligence systems, by year of publication
• 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
• External funding for privately held AI companiesCSET
• External funding for privately held AI companies raising above $1.5 millionNetBase Quid
• External funding for privately held generative AI companies
• GPU computational performance per dollar
• Global annual number of reported artificial intelligence incidents and controversies
• Global external corporate deals involving AI companies, by type
• 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 MMLU score achieved by an AI model, by country of origin
• Highest chess rating ever achieved by computers
• How worried are Americans about their work being automated?
• Market share for logic chip production, by manufacturing stage
• Monthly spending on data center construction in the United States
• NVIDIA's quarterly revenue by market segment
• 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
• Scholarly publications on artificial intelligence per million people
• Share of FrontierMath problems solved correctly by AI models
• Share of artificial intelligence jobs among all job postings
• Share of companies using artificial intelligence technology
• Share of people in European countries using generative AI tools
• Share of professional software developers using AI tools
• Share of young people in European countries using generative AI tools
• TSMC's annual revenue
• Test scores of AI systems on various capabilities relative to human performance
• Top accuracy of protein structure predictions at CASP competitions
• Total monthly distance traveled by passengers in California’s driverless taxis
• 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