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 Fast Detection of Phase Transitions with Multi-Task Learning-by-Confusion Machine learning has been successfully used to study phase transitions. One of the most popular approaches to identifying critical points from data without prior knowledge of the underlying phases is the learning-by-confusion scheme. As input, it requires system samples drawn from a grid of the... DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models Generative Pre-trained Transformer (GPT) models have exhibited exciting progress in their capabilities, capturing the interest of practitioners and the public alike. Yet, while the literature on the trustworthiness of GPT models remains limited, practitioners have proposed employing capable GPT... Direct Preference Optimization: Your Language Model is Secretly a Reward Model While large-scale unsupervised language models (LMs) learn broad world knowledge and some reasoning skills, achieving precise control of their behavior is difficult due to the completely unsupervised nature of their training. Existing methods for gaining such steerability collect human labels of the... More featured content News Articles Ride-hailing in Lagos: algorithmic impacts and driver resistance Startup lets doctors classify skin conditions with the snap of a picture 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 Artificial intelligence model finds potential drug molecules a thousand times faster Push for AI innovation can create dangerous products Smart textiles sense how their users are moving Robot overcomes uncertainty to retrieve buried objects Many medications affect more than one target in the body – some drug designers are embracing the ‘side effects’ that had been seen as a drawback Building explainability into the components of machine-learning models Robots play with play dough Seeing the whole from some of the parts More news