All our related research and data
Charts
- Affiliation of research teams building notable AI systems
 - Annual attendance at major artificial intelligence conferences
 - Annual global corporate investment in artificial intelligence
 - Annual global corporate investment in artificial intelligence, by type
 - Annual global private investment in artificial intelligence, by focus area
 - Annual number of new computer science PhDs in the United States, by specialty
 - Annual number of newly-funded artificial intelligence companies
 - Annual number of scholarly publications on AI, by field of study
 - Annual number of scholarly publications on artificial intelligence
 - Annual patent filings for artificial intelligence technologies globally
 - Annual private investment in artificial intelligence
 - Chess ability of the best computers
 - Computation used to train notable artificial intelligence systems
 - Cost to train an AI system to equivalent performance on ImageNet
 - Cumulative number of AI-related bills passed into law since 2016
 - Employer of new AI PhDs in the United States and Canada
 - GPU computational performance per dollar
 - ImageNet Challenge: Top-1 accuracy of AI systems in labeling images
 - ImageNet Challenge: Top-5 accuracy of AI systems in labeling images
 - Number of datapoints used to train notable artificial intelligence systems
 - Number of parameters in notable artificial intelligence systems
 - Performance of artificial intelligence systems on Atari games
 - Protein folding prediction accuracy
 - Share of artificial intelligence jobs among all job postings
 - Share of companies using artificial intelligence technology
 - Share of international students among new AI and computer science PhDs in the US and Canada
 - Share of new computer science PhDs in the United States, by specialty
 - Share of women among new artificial intelligence and computer science PhDs in the US and Canada
 

