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 Predictive Multiplicity in Probabilistic Classification There may exist multiple models that perform almost equally well for any given prediction task. We examine how predictions change across these competing models. In particular, we study predictive multiplicity -- in probabilistic classification. We formally define measures for our setting and develop... Do Users Write More Insecure Code with AI Assistants? We conduct the first large-scale user study examining how users interact with an AI Code assistant to solve a variety of security related tasks across different programming languages. Overall, we find that participants who had access to an AI assistant based on OpenAI's codex-davinci-002 model wrote... Cross-Modal Fine-Tuning: Align then Refine Fine-tuning large-scale pretrained models has led to tremendous progress in well-studied modalities such as vision and NLP. However, similar gains have not been observed in many other modalities due to a lack of relevant pretrained models. In this work, we propose ORCA, a general cross-modal fine... More featured content News Articles Artificial intelligence makes fishing more sustainable by tracking illegal activity How much is your data worth to tech companies? Lawmakers want to tell you, but it’s not that easy to calculate 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 Why Machine Learning is vulnerable to adversarial attacks and how to fix it Beyond Siri, Google Assistant, and Alexa – what you need to know about AI Conversational Applications Neuroscience and artificial intelligence can help improve each other Spatio-Temporal Statistics: A Primer Teaching artificial intelligence to create visuals with more common sense Detecting deepfakes by looking closely reveals a way to protect against them New AI programming language goes beyond deep learning Translating proteins into music, and back More news