4 papers
Guardrails versus Gatekeepers: Understanding Product Managers' Ethical Decision-Making in Generative AI
Genevieve Smith, Natalia Luka, Merrick Osborne +4
What is the role of product managers in the responsible use of generative AI (genAI) in products and everyday work -- and what enables or constrains their ability to take action? P…
Person-Centric Annotations of LAION-400M: Auditing Bias and Its Transfer to Models
Leander Girrbach, Stephan Alaniz, Genevieve Smith +2
Vision-language models trained on large-scale multimodal datasets show strong demographic biases, but the role of training data in producing these biases remains unclear. A major b…
A Large Scale Analysis of Gender Biases in Text-to-Image Generative Models
Leander Girrbach, Stephan Alaniz, Genevieve Smith +1
With the increasing use of image generation technology, understanding its social biases, including gender bias, is essential. This paper presents a large-scale study on gender bias…
Mindsets and Management: AI and Gender (In)Equitable Access to Finance
Genevieve Smith
A growing trend in financial technology (fintech) is the use of mobile phone data and machine learning (ML) to provide credit scores- and subsequently, opportunities to access loan…