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 Conceptualizing the Relationship between AI Explanations and User Agency We grapple with the question: How, for whom and why should explainable artificial intelligence (XAI) aim to support the user goal of agency? In particular, we analyze the relationship between agency and explanations through a user-centric lens through case studies and thought experiments. We find... Towards Publicly Accountable Frontier LLMs: Building an External Scrutiny Ecosystem under the ASPIRE Framework With the increasing integration of frontier large language models (LLMs) into society and the economy, decisions related to their training, deployment, and use have far-reaching implications. These decisions should not be left solely in the hands of frontier LLM developers. LLM users, civil society... Filter bubbles and affective polarization in user-personalized large language model outputs Echoing the history of search engines and social media content rankings, the advent of large language models (LLMs) has led to a push for increased personalization of model outputs to individual users. In the past, personalized recommendations and ranking systems have been linked to the development... More featured content News Articles Tackling hard computational problems When researchers don’t have the proteins they need, they can get AI to ‘hallucinate’ new structures 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 Seeing the plasma edge of fusion experiments in new ways with artificial intelligence The problem with machine translation: beware the wisdom of the crowd Perfecting pitch perception Fine-Tuning Transformer Model for Invoice Recognition Nonsense can make sense to machine-learning models Our casual use of facial analysis tools can lead to more sinister applications High-Performance Deep Learning: How to train smaller, faster, and better models – Part 2 High Performance Deep Learning, Part 1 More news