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 How Robust is Unsupervised Representation Learning to Distribution Shift? The robustness of machine learning algorithms to distributions shift is primarily discussed in the context of supervised learning (SL). As such, there is a lack of insight on the robustness of the representations learned from unsupervised methods, such as self-supervised learning (SSL) and auto... Simplistic Collection and Labeling Practices Limit the Utility of Benchmark Datasets for Twitter Bot Detection Accurate bot detection is necessary for the safety and integrity of online platforms. It is also crucial for research on the influence of bots in elections, the spread of misinformation, and financial market manipulation. Platforms deploy infrastructure to flag or remove automated accounts, but... A Watermark for Large Language Models Potential harms of large language models can be mitigated by watermarking model output, i.e., embedding signals into generated text that are invisible to humans but algorithmically detectable from a short span of tokens. We propose a watermarking framework for proprietary language models. The... More featured content News Articles Artificial intelligence in Australia needs to get ethical, so we have a plan Teaching machines to reason about what they see 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 Machine learning moves popular data elements into a bucket of their own The future of agriculture is computerized In an AI era, lessons from dinosaurs help us adapt to the future of work Kicking neural network design automation into high gear Model learns how individual amino acids determine protein function Machine learning identifies links between world’s oceans The Bitter Lesson New AI art has artists, collaborators wondering: Who gets the credit? More news