Google DeepMind Pilots Double-Blind AI Evaluation What this means for independent evaluation, benchmark integrity and M&E practice. Case study | EvalCommunity Academy Authors: William Isaac, Sol Messing and Kristian Lum Organization: Google DeepMind Published: 27 August 2026 Evaluation focus: AI …
From Stakeholder Voices to Evaluation Evidence: Using GenAI to Design an Evaluation A practice-based case from Poland showing how GenAI was used to structure more than 500 stakeholder questions, support the development of evaluation questions and shape a Terms of …
EvalCommunity Case Study How the World Bank Used Machine Learning to Synthesize 578 Evaluations A practical case study in combining text analysis, machine learning and evaluator judgement. Imagine being asked to find useful lessons across hundreds of evaluation reports, with …
EvalCommunity Case Study Sentiment Analysis in Evaluation: From Lexicons to LLMs What evaluators can learn from a 2021 case study — and how the approach looks different in 2026. Open-ended responses can contain some of the most useful evidence in …
EvalCommunity Case Study How Do Organizations Learn? The Diffusion of Scientific Evidence on Generative AI What a World Bank field experiment tells us about evidence diffusion, organizational hierarchy, and learning in the age of generative AI Based on research by …
EvalCommunity Academy Case Study The Personas Case: Technical Capability without Adequate Research Judgment When an AI Agent Moved from Exploration to Commitment Too Quickly A source-based case for evaluators and M&E professionals assessing AI-agent judgment, evidence quality, adaptation and human …
EvalCommunity Academy Case Study Reading AI Readiness Backwards What country experience reveals once AI adoption is already underway Main source: Download and read the UNDP report This case study is based on the UNDP publication Reading AI Readiness Backwards: Country …
evalcommunity academy Case Study · M&E Practice Evaluating AI for Environmental Sustainability An OECD-Inspired Case Study for Monitoring and Evaluation Professionals Overview Artificial Intelligence (AI) is transforming sectors from healthcare and agriculture to humanitarian response. While AI offers significant efficiency …
EvalCommunity Case Study UNESCO Ethical Impact Assessment: A Practical Framework for Responsible AI A practical guide for development professionals, evaluators, policymakers, researchers, and organisations assessing the responsible use of AI systems. Case Study Summary UNESCO’s Ethical Impact Assessment, also called …
EvalCommunity Case Study How The Football Association Used AI to Analyze 3,300+ Open-Ended Survey Responses in Hours, Not Days A real-world case study on using AI-powered text analysis to process large volumes of open-ended feedback, identify themes, segment responses, and …