Why they are on the map
First author 'Artificial Artificial Artificial Intelligence' (2023) and 'Prevalence and Prevention of LLM Use in Crowd Work' (CACM 2025) source — evidence dated 2025
Shapes what 'good data' means.
This person was mapped in pass 1. Career, what they have said on the record, interviews, connections, why they matter to us and how to reach them are added in pass 2.