4 papers
Reducing Catastrophic Risk from AI with Systematic Monitoring and Evaluation of Rogue AI Progression
T. Bauer, W. P. Kegelmeyer, E. Begoli +15
This article presents a structured framework of behavioral indicators that may signal progression toward potentially catastrophic threats from artificial intelligence systems. We a…
Decoding the Molecular Universe -- Workshop Report
Thomas O. Metz, Joshua N. Adkins, Peter B. Armentrout +30
On August 9-10, 2023, a workshop was convened at the Pacific Northwest National Laboratory (PNNL) in Richland, WA that brought together a group of internationally recognized expert…
Deep learning to generate in silico chemical property libraries and candidate molecules for small molecule identification in complex samples
Sean M. Colby, Jamie R. Nuñez, Nathan O. Hodas +2
Comprehensive and unambiguous identification of small molecules in complex samples will revolutionize our understanding of the role of metabolites in biological systems. Existing a…
How a user's personality influences content engagement in social media
Nathan O. Hodas, Ryan Butner, Court Corley
Social media presents an opportunity for people to share content that they find to be significant, funny, or notable. No single piece of content will appeal to all users, but are t…