Humanitarian AI evaluation should validate tech before impact

Analysis argues humanitarian AI evaluation is backwards: systems undergo randomized trials before technical validation, so many pilots never scale. Over 53 ethics guidelines exist, yet a 2024 report found many deployments still lack evidence of effectiveness, feasibility or ethical implications.

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