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 Will we run out of data? An analysis of the limits of scaling datasets in Machine Learning We analyze the growth of dataset sizes used in machine learning for natural language processing and computer vision, and extrapolate these using two methods; using the historical growth rate and estimating the compute-optimal dataset size for future predicted compute budgets. We investigate the... Evaluating Human-Language Model Interaction Many real-world applications of language models (LMs), such as code autocomplete and writing assistance, involve human-LM interaction. However, the main LM benchmarks are non-interactive in that a system produces output without human involvement. To evaluate human-LM interaction, we develop a new... Reconstructing Hand-Held Objects from Monocular Video This paper presents an approach that reconstructs a hand-held object from a monocular video. In contrast to many recent methods that directly predict object geometry by a trained network, the proposed approach does not require any learned prior about the object and is able to recover more accurate... More featured content News Articles Putting neural networks under the microscope Learning to teach to speed up learning 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 3 ways that big data reveals what you really like to watch, read and listen to MIT robot combines vision and touch to learn the game of Jenga Filling the gaps in a patient’s medical data Understanding ethnic cleansing by mining a trove of text Identifying artificial intelligence “blind spots” Democratizing artificial intelligence in health care 3Q: Judah Cohen on improving seasonal weather forecasting How AI could help you learn sign language More news