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 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... Contextual bandits with concave rewards, and an application to fair ranking We consider Contextual Bandits with Concave Rewards (CBCR), a multi-objective bandit problem where the desired trade-off between the rewards is defined by a known concave objective function, and the reward vector depends on an observed stochastic context. We present the first algorithm with provably... Extracting Training Data from Diffusion Models Image diffusion models such as DALL-E 2, Imagen, and Stable Diffusion have attracted significant attention due to their ability to generate high-quality synthetic images. In this work, we show that diffusion models memorize individual images from their training data and emit them at generation time... More featured content News Articles Teaching language models grammar really does make them smarter Sensor-packed glove learns signatures of the human grasp 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 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 Artificial intelligence shines light on the dark web AI develops human-like number sense – taking us a step closer to building machines with general intelligence More news