government investments

initiatives from the U.S., China, and Europ

Recent Government Initiatives

engagement in AI activities by academics, corporations, entrepreneurs, and the general public

Derivative Measures

AI Vibrancy Index

limited gender diversity in the classroom

improvement in natural language

the COCO leaderboard

patents

robot operating system downloads,

he GLUE metric

robot installations

AI conference attendance

the speed at which computers can be trained to detect objects

quality of question answering

changes in AI performance

Technical Performance

number of undergraduates studying AI

growth in venture capital funding of AI startups

percent of female applicants for AI jobs

Volume of Activity

increased participation in organizations like AI4ALL and Women in Machine Learning

producers of AI patents

ML teaching events

University course enrollment

83 percent of 2017 AI papers