Forecasting a Smarter Planet: How EarthLink Reimagines Climate Science with Self-Evolving AI Agents
TL;DR for operators Climate work is not short of data. It is short of usable pathways through data. EarthLink, the system studied in this paper, is best understood as an orchestration layer for climate science: it plans analyses, retrieves relevant data, generates code, runs diagnostics, checks results, produces reports, and stores validated query-code-result patterns for reuse.1 ...