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 Explaining Knock-on Effects of Bias Mitigation In machine learning systems, bias mitigation approaches aim to make outcomes fairer across privileged and unprivileged groups. Bias mitigation methods work in different ways and have known "waterfall" effects, e.g., mitigating bias at one place may manifest bias elsewhere. In this paper, we aim to... 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... More featured content News Articles Thousands of undiscovered mammal species may be hidden in plain sight, new research finds Using artificial intelligence to find anomalies hiding in massive datasets 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 Injecting fairness into machine-learning models Using artificial intelligence in health sciences education requires interdisciplinary collaboration and risk assessment The benefits of peripheral vision for machines Can machine-learning models overcome biased datasets? New computational tool predicts cell fates and genetic perturbations Demystifying machine-learning systems What makes a fruit flavorful? Artificial intelligence can help optimize cultivars to match consumer preferences Where did that sound come from? More news