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 A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others Machine learning models have been found to learn shortcuts -- unintended decision rules that are unable to generalize -- undermining models' reliability. Previous works address this problem under the tenuous assumption that only a single shortcut exists in the training data. Real-world images are... Language-Driven Representation Learning for Robotics Recent work in visual representation learning for robotics demonstrates the viability of learning from large video datasets of humans performing everyday tasks. Leveraging methods such as masked autoencoding and contrastive learning, these representations exhibit strong transfer to policy learning... Navigating the Grey Area: Expressions of Overconfidence and Uncertainty in Language Models Despite increasingly fluent, relevant, and coherent language generation, major gaps remain between how humans and machines use language. We argue that a key dimension that is missing from our understanding of language models (LMs) is the model's ability to interpret and generate expressions of... More featured content News Articles Artificial intelligence could help data centers run far more efficiently AI could be our radiologists of the future, amid a healthcare staff crisis 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 AI is in danger of becoming too male – new research Guided by AI, robotic platform automates molecule manufacture XGBoost and Random Forest with Bayesian Optimisation Automating artificial intelligence for medical decision-making Model predicts cognitive decline due to Alzheimer’s, up to two years out How to Learn Python for Data Science the Right Way How data science in and for Africa can blaze new trails The Infinity Stones of Data Science More news