Nature Climate Change, Published online: 27 December 2023; doi:10.1038/s41558-023-01890-3
This Perspective evaluates efforts using machine learning to track global progress on adaptation, focusing on recent efforts in text analysis. It discusses practical and theoretical challenges, lessons learned and ways forward. It urges the adaptation community to prepare for a paradigm shift.