Ilias Gialampoukidis

Beyond task success: domain-grounded evaluation of Earth-observation agents in environmental risk workflows

AI agents now run Earth observation (EO) workflows end to end, and their authors judge them on the task: answer accuracy, tool use, report scores and case studies. None of these evaluations asks whether the agent acted on a bad input. We ran five published EO and climate agents (...