🔬 Research Summary by Zhaowei Zhang, a Ph.D. student at Peking University, researching Intent Alignment and Multi-Agent Systems for building a trustworthy and social AI system. [Original paper by Zhaowei Zhang, … [Read more...] about Measuring Value Understanding in Language Models through Discriminator-Critique Gap
Articles
Open and Linked Data Model for Carbon Footprint Scenarios
🔬 Research Summary by Boris Ruf, an AI researcher at AXA, focusing on algorithmic fairness and digital sustainability. [Original paper by Boris Ruf and Marcin Detyniecki] Overview: Measuring the carbon … [Read more...] about Open and Linked Data Model for Carbon Footprint Scenarios
A Sequentially Fair Mechanism for Multiple Sensitive Attributes
🔬 Research Summary by Francois Hu & Philipp Ratz. François Hu is a postdoctoral researcher in statistical learning at UdeM in Montreal. Philipp Ratz is a PhD student at UQAM in Montreal. [Original … [Read more...] about A Sequentially Fair Mechanism for Multiple Sensitive Attributes
Towards User-Guided Actionable Recourse
🔬 Research Summary by Jayanth Yetukuri, a final year Ph.D. student at UCSC, advised by Professor Yang Liu, where his research focuses on improving the trustworthiness of Machine Learning models. [Original paper … [Read more...] about Towards User-Guided Actionable Recourse
Embedding Ethical Principles into AI Predictive Tools for Migration Management in Humanitarian Action
🔬 Research Summary by Sofia Woo, a recent graduate from McGill University who studied History and Political Science, emphasizing scientific history and political economics. [Original paper by Andrea Guillén and … [Read more...] about Embedding Ethical Principles into AI Predictive Tools for Migration Management in Humanitarian Action