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 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... Building Scalable Video Understanding Benchmarks through Sports Existing benchmarks for evaluating long video understanding falls short on multiple aspects, either lacking in scale or quality of annotations. These limitations arise from the difficulty in collecting dense annotations for long videos (e.g. actions, dialogues, etc.), which are often obtained by... More featured content News Articles Chip design drastically reduces energy needed to compute with light Cracking open the black box of automated machine learning 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 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 Painting a fuller picture of how antibiotics act More news