Development programs often operate in environments shaped by uncertainty, limited information, and high public expectations. In these settings, misinformation can spread quickly and influence how communities, donors, and policymakers perceive humanitarian and development initiatives. For non-governmental organizations, misinformation represents a growing operational risk.