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 Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval In Composed Image Retrieval (CIR), a user combines a query image with text to describe their intended target. Existing methods rely on supervised learning of CIR models using labeled triplets consisting of the query image, text specification, and the target image. Labeling such triplets is expensive... Progress measures for grokking via mechanistic interpretability Neural networks often exhibit emergent behavior, where qualitatively new capabilities arise from scaling up the amount of parameters, training data, or training steps. One approach to understanding emergence is to find continuous \textit{progress measures} that underlie the seemingly discontinuous... Relative representations enable zero-shot latent space communication Neural networks embed the geometric structure of a data manifold lying in a high-dimensional space into latent representations. Ideally, the distribution of the data points in the latent space should depend only on the task, the data, the loss, and other architecture-specific constraints. However... More featured content News Articles Big tech surveillance could damage democracy Chip design drastically reduces energy needed to compute with light 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 Cracking open the black box of automated machine learning Teaching language models grammar really does make them smarter Sensor-packed glove learns signatures of the human grasp Bringing human-like reasoning to driverless car navigation Call for independent watchdog to monitor NZ government use of artificial intelligence How Uber and other digital platforms could trick us using behavioral science – unless we act fast Floods will cost the UK billions, but AI can help make sewers the first defence Facebook wants to combat fake news with ID checks – with ‘grave implications’ for our privacy More news