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EvalEdge ep21: AI, Monitoring & Evaluation in Challenging Environments
Manage episode 414008127 series 3478722
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How can artificial intelligence enhance monitoring and evaluation work in challenging environments? In this episode, hosts Valentine Gandhi and Alena Lappo discuss the opportunities and ethical considerations of using AI tools like ChatGPT for qualitative data analysis with their guest Dr. Carolyn Fonseca. Dr. Fonseca shares her experiences piloting AI to code interview transcripts from third party monitoring projects in conflict-affected South Sudan and Nigeria. Learn how she tested ChatGPT's abilities against traditional coding methods and involved stakeholders in the design of her AI-assisted research. Dr. Fonseca also explores a proof-of-concept study using image recognition software to remotely monitor warehouse inventories in Nigeria. Find out how AI can help speed data collection, reduce burdens on participants, and augment monitoring in hard-to-reach areas.
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