Measuring progress in Symbolic AI: the biggest surprise in AI trends report from Stanford - DataScienceCentral.com

AI has played a role in overcoming COVID especially in drug discovery and other related areas in fighting the pandemic. AI investment in drug design and drug discovery has increased significantly The percentage of graduates undertaking a PhD in AI has increased There is a big uptake in generative AI in the ability to compose text, audio, and images to a sufficiently high standard that humans have a hard time telling the difference between synthetic and non-synthetic outputs for some constrained applications of the technology. AI has a diversity challenge China overtakes the US in AI journal citations After surpassing the US in the total number of journal publications several years ago, China now also leads in journal citations; however, the US has consistently (and significantly) more AI conference papers (which are also more heavily cited) than China over the last decade. Surveillance technologies are fast, cheap, and increasingly ubiquitous The technologies necessary for large-scale surveillance are rapidly maturing, with techniques for image classification, face recognition, video analysis, and voice identification all seeing significant progress in 2020. AI ethics lacks benchmarks and consensus Though a number of groups are producing a range of qualitative or normative outputs in the AI ethics domain, the field generally lacks benchmarks that can be used to measure or assess the relationship between broader societal discussions about technology development and the development of the technology itself.