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 Allocation Requires Prediction Only if Inequality Is Low Algorithmic predictions are emerging as a promising solution concept for efficiently allocating societal resources. Fueling their use is an underlying assumption that such systems are necessary to identify individuals for interventions. We propose a principled framework for assessing this assumption... NEO-BENCH: Evaluating Robustness of Large Language Models with Neologisms The performance of Large Language Models (LLMs) degrades from the temporal drift between data used for model training and newer text seen during inference. One understudied avenue of language change causing data drift is the emergence of neologisms -- new word forms -- over time. We create a diverse... The Perspectivist Paradigm Shift: Assumptions and Challenges of Capturing Human Labels Longstanding data labeling practices in machine learning involve collecting and aggregating labels from multiple annotators. But what should we do when annotators disagree? Though annotator disagreement has long been seen as a problem to minimize, new perspectivist approaches challenge this... More featured content News Articles AI companies are merging or collaborating to even out the gap in access to vital datasets Navigating algorithmic bias amid rapid AI development in Southeast Asia 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 agents help explain other AI systems We used AI and satellite imagery to map ocean activities that take place out of sight, including fishing, shipping and energy development Multiple AI models help robots execute complex plans more transparently AI can now attend a meeting and write code for you – here’s why you should be cautious MIT engineers are on a failure-finding mission Data poisoning: how artists are sabotaging AI to take revenge on image generators Image recognition accuracy: An unseen challenge confounding today’s AI Automated system teaches users when to collaborate with an AI assistant More news