Gods and Robots In this episode of the podcast we shake things up! Neil is on the guest side of the table with his partner Rabbi Laura Janner-Klausner to discuss their upcoming project Gods and Robots. Katherine is joined on the host side by friend of the show professor Michael Littman. See... See More Episodes arXiv Whitepapers The Misuse of AUC: What High Impact Risk Assessment Gets Wrong When determining which machine learning model best performs some high impact risk assessment task, practitioners commonly use the Area under the Curve (AUC) to defend and validate their model choices. In this paper, we argue that the current use and understanding of AUC as a model performance metric... Skin Deep: Investigating Subjectivity in Skin Tone Annotations for Computer Vision Benchmark Datasets To investigate the well-observed racial disparities in computer vision systems that analyze images of humans, researchers have turned to skin tone as more objective annotation than race metadata for fairness performance evaluations. However, the current state of skin tone annotation procedures is... From Human-Centered to Social-Centered Artificial Intelligence: Assessing ChatGPT's Impact through Disruptive Events Large language models (LLMs) and dialogue agents have existed for years, but the release of recent GPT models has been a watershed moment for artificial intelligence (AI) research and society at large. Immediately recognized for its generative capabilities and versatility, ChatGPT's impressive... More featured content News Articles Looking into the black box Algorithm finds hidden connections between paintings at the Met Stay in the loop. Subscribe to our newsletter for a weekly update on the latest podcast, news, events, and jobs postings. E-mail Leave this field blank Appropriately Handling Missing Values for Statistical Modelling and Prediction Evidence Counterfactuals for explaining predictive models on Big Data Sparse Matrix Representation in Python Natural Language Processing Recipes: Best Practices and Examples Identifying a melody by studying a musician’s body language 5 Concepts You Should Know About Gradient Descent and Cost Function The Super Duper NLP Repo: 100 Ready-to-Run Colab Notebooks What jumps out in a photo changes the longer we look More news