ESG & Safeguards
Environmental, social, and governance frameworks meet AI systems in extractive industries and development finance. Research explores how ESG standards translate into operational accountability when AI makes decisions that affect communities, ecosystems, and long-term project viability.
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AI vs IFC - Executive Extract
Executive summary of AI accountability gaps in development finance
View in Tools →AI vs IFC - Technical Companion
Technical analysis of IFC Performance Standards and AI systems
View in Tools →Vendor Interrogation Script
Questions for evaluating AI vendors on accountability standards
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