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 Moving Fast With Broken Data Machine learning (ML) models in production pipelines are frequently retrained on the latest partitions of large, continually-growing datasets. Due to engineering bugs, partitions in such datasets almost always have some corrupted features; thus, it's critical to detect data issues and block... How to design an AI ethics board Organizations that develop and deploy artificial intelligence (AI) systems need to take measures to reduce the associated risks. In this paper, we examine how AI companies could design an AI ethics board in a way that reduces risks from AI. We identify five high-level design choices: (1) What... It Takes Two to Tango: Navigating Conceptualizations of NLP Tasks and Measurements of Performance Progress in NLP is increasingly measured through benchmarks; hence, contextualizing progress requires understanding when and why practitioners may disagree about the validity of benchmarks. We develop a taxonomy of disagreement, drawing on tools from measurement modeling, and distinguish between two... More featured content News Articles A new model of vision Demystifying the world of deep networks 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 Deepfakes Security Risks Artificial intelligence yields new antibiotic Neural Networks 201: All About Autoencoders Automatic Text Summarization in a Nutshell Hey Alexa! Sorry I fooled you... Automated system can rewrite outdated sentences in Wikipedia articles Machine Learning 101: The What, Why, and How of Weighting Bridging the gap between human and machine vision More news