Kavli Affiliate: Edward Chang | Authors: Vardhaan S Ambati, Amit S Persad, Jasleen Kaur, Sanjeev Herr, Emily Cunningham, Abraham Dada, Justyna O Ekert, Quinn Greicius, Alexander Silva, Paul McMillan Villalobos, Niels Olshausen, Youssef Sibih, Sena Oten, Hunter S. Yamada, Gray Umbach, Alexander A Aabedi, Wajd Al-Holou, Jacob Young, Madhumita Sushil, Edward F Chang, Mitchel S. […]
Kavli Affiliate: Jia Liu | First 5 Authors: Shuliang Liu, Shuliang Liu, , , | Summary: The widespread deployment of large language models (LLMs) across critical domains has amplified the societal risks posed by algorithmically generated misinformation. Unlike traditional false content, LLM-generated misinformation can be self-reinforcing, highly plausible, and capable of rapid propagation across multiple […]
Kavli Affiliate: Christopher Ober| First 5 Authors: Henry B. Moss, Henry B. Moss, , , | Summary:Bayesian optimisation in the latent space of a Variational AutoEncoder (VAE) is a powerful framework for optimisation tasks over complex structured domains, such as the space of scientifically interesting molecules. However, existing approaches tightly couple the surrogate and generative […]