0:00 Introduction
1:20 Sarah Kirn and Marc Kuchner reflect
7:36 Intro to panel
8:51 Panel
10:16 Holli Kohl, introduction and comments
14:54 Dr. Carlos Siordia, introduction and comments
14:43 Dr. Ved Chirayath, introduction and comments
27:38 Dr. Ted Smith, introduction and comments
30:47 Panel discussion

Machine learning and artificial intelligence technology are already being used to relieve the tedium or verify results from citizen science. Early results from the merger of citizen science and new technologies are sometimes surprising. What have projects learned about how to effectively marry citizen and machine efforts? What new technology is on the horizon that might be deployed to make citizen science work more engaging or impactful?