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Related research and data

  • Artificial intelligence has advanced despite having few resources dedicated to its development – now investments have increased substantially

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
  • 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 intelligence, by focus areaNetBase Quid
  • Annual professional service robots installed, by application area
  • Annual reported artificial intelligence incidents and controversies
  • 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
  • Chess ability of the best computers
  • Computation used to train notable AI systems, by affiliation of researchers
  • Computation used to train notable artificial intelligence systems
  • Countries with national artificial intelligence strategies
  • Cumulative AI-related bills passed into law since 2016
  • 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
  • Employer of new AI PhDs in the United States and Canada
  • GPU computational performance per dollar
  • 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
  • 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
  • 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 computer science PhDs specializing in artificial intelligence in the US and Canada
  • Share of notable AI systems by domain
  • Share of notable AI systems by researcher affiliation
  • Share of women among new artificial intelligence and computer science PhDs, United States and Canada
  • Top performing AI systems in coding, math, and language-based knowledge tests
  • 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

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