
A robust environmental AI strategy must prioritize ethical data foundations to ensure that technological advancements lead to tangible improvements in human livelihoods. The global community stands at a decisive juncture where legacy systems for managing ecological risks have reached their operational limits. For too long, environmental governance relied on retrospective data and linear projections that failed to capture the chaotic










