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 BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer Despite remarkable advancements in few-shot generalization in natural language processing, the majority of models are developed and evaluated primarily in English. To enable fair model comparisons, we, therefore, propose a new benchmark, called BUFFET, which unifies 16 diverse tasks across 57... 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... More featured content News Articles Prepare for a Long Battle against Deepfakes A foolproof way to shrink deep learning models 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 Easy Image Dataset Augmentation with TensorFlow Visualizing the world beyond the frame Adversarial Validation Overview Automating the search for entirely new “curiosity” algorithms Muscle signals can pilot a robot Trends in Machine Learning in 2020 Tokenization and Text Data Preparation with TensorFlow & Keras Data Validation for Machine Learning More news