MEASURING DEVELOPMENT 2024- AI The Next Generation
May 2, 2024
Washington, DC | World Bank I Building, Room 2-220
1:50 PM
Research Session II | AI-Informed Safety and Algorithmic Bias
https://drive.google.com/file/d/1XtKxfij3fYA3wHV_Gt0fJSktPRqgmujM/view?pli=1
Chair: Charles Mberi (African Institute of Mathematical Sciences (AIMS))
Carina Ines Hausladen (ETH Zürich) | Using Controlled Image Synthesis to Measure Social Bias in Vision-language
Models
Sung Hyun (SK) Kwon (University of Maryland) | Please Take a Second Look: Improving Labeling Quality for Toxic
Content Using Nudges
Daniel Nkemelu (Georgia Institute of Technology) | Hate Speech Detection in Limited Data Contexts Using
Synthetic Data Generation
Philipp Zimmer, Samuel Fraiberger (World Bank) | Detecting and Reducing Harmful Online Content at Scale Using
Large Language Models
2:50 PM Lightning Talks | Transparency and Accountability in AI Design
Katie Wetstone (Driven Data) | Deon: An Ethics Checklist for Data Science
Taylor Lynn Curtis (MIT) | Document Before You Deploy: A Proposal for Accountability in Generative AI Decision-
Making
3:05 PM Coffee
3:20 PM
Research Session III | LLM-enabled Behavioral Insights
Chair: Vice minister Jessica Niño (Ministry of Development and Social Inclusion, Republic of Peru)
Hong-Yi TuYe (MIT Sloan) | Early Experimental Evidence on the Behavioral Dynamics of Prompt Engineering
Rem Koning (Harvard Business School) | The Uneven Impact of Generative AI on Entrepreneurial Performance
Paloma Bellatin, Mayra Cabrera (Behavioural Insights Team) | Gamified and Narrative Chatbot for Infant Nutrition
and Perinatal Depression
Brian Jabarian (University of Chicago) | Critical Thinking and Storytelling
4:20 PM Lightning Talks | Reasoning with LLMs
Edmond Dilworth (Stanford University) | ClimateX: Do LLMs Accurately Assess Human Expert Confidence in Climate
Statements?
Julian Ashwin (Maastricht University) | Using Large Language Models for Qualitative Analysis can Introduce Serious
Bias
Rweyemamu Barongo (Bank of Tanzania) | Strategy for Institutional AI Adoption
4:35 PM Tools Demo II | Structuring, Verifying, and Extending LLM-informed Research
Chris Robert (Higher Bar AI, PBC) | Maintaining Human Oversight and Agency in AI-assisted Development Research:
Instrument Evaluation as Case Study
Dimitri Stoelinga (Laterite) | LLM Knowledge Hubs: A Transformative Leap for Development Data
Virginia Ziulu (Independent Evaluation Group-IEG) | Leveraging Text Data and Generative AI in Complex Thematic
Evaluations
Michael Norton (World Bank) | Agrifood Data Lab: Using AI to Facilitate Access to Agricultural Data and Use Cases
Jude Mwenda (Fastagger Inc.) | Democratizing AI
5:25 PM Closing & Acknowledgements | Sean Luna McAdams (CEGA) & Maria Ruth Jones (World Bank)
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