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Tuesday, January 30, 2024

 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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