OECD AI Principles: The Essential Guide to Human-Centric AI The OECD AI Principles are the first intergovernmental standard for trustworthy artificial intelligence. Adopted in 2019 and updated in 2024, they provide a shared global framework to guide governments and organizations …
EU AI Act: Complete Guide to the World’s First AI Law The EU Artificial Intelligence Act (Regulation (EU) 2024/1689) is the world’s first comprehensive legal framework governing artificial intelligence. Adopted by the European Union in 2024, this landmark legislation establishes …
UNESCO Recommendation on AI Ethics: The Essential Guide The UNESCO Recommendation on the Ethics of AI is the first global standard-setting instrument for ethical artificial intelligence. Adopted by all UNESCO Member States in November 2021, this framework establishes core values, …
What is the Theory of Change? Complete Guide for M&E Practitioners 🎯 Theory of Change Builder Create professional Theory of Change frameworks with templates and smart tools 🚀 Start Building 📚 M&E Resources Ultimate Guide for M&E Professionals What is …
AI for Causal Mapping: A Guide for Reliable, Transparent Evaluation Can Generative AI reliably extract causal claims for evaluators? Yes, when used as a first-pass assistant under human oversight, AI for Causal Mapping shows high accuracy. It identifies explicit causal …
Complete Prompt Engineering Guide for Development & M&E Professionals A prompt engineering guide provides structured methods for crafting instructions to AI tools. For M&E and humanitarian work, this skill is essential for generating reliable data analysis, reports, and insights. Mastering …
The Essential Guide to Evaluation Techniques in AI AI evaluation techniques are systematic methods for assessing artificial intelligence system performance, reliability, and fairness. These techniques include quantitative metrics, validation methods, interpretability tools, and human assessment protocols that ensure AI systems …
AI for Development Evaluation: The Essential Guide for M&E Professionals in 2026 AI for development evaluation refers to using artificial intelligence tools and technologies to enhance monitoring and assessment processes in international development. This approach transforms traditional evaluation methods by …
2026: The Year AI Revolutionizes Monitoring and Evaluation 2026 marks the tipping point for AI in Monitoring and Evaluation (M&E). This is the year when artificial intelligence moves from experimental pilots to becoming standard practice. The revolution transforms M&E from …
AI in Monitoring and Evaluation 2026: The Essential Guide for M&E Professionals AI in Monitoring and Evaluation is transforming the sector from periodic reporting to real-time, predictive analytics. By 2026, AI will automate data collection, analysis, and reporting, allowing M&E …