Phys.org

Researchers glimpse the inner workings of protein language models

Within the past few years, models that can predict the structure or function of proteins have been widely used for a variety of biological applications, such as identifying drug targets and designing ...
The Scientist

Researchers Decode How Protein Language Models Think, Making AI More Transparent

For large language models (LLMs) like ChatGPT, accuracy often means complexity. To be able to make good predictions, ChatGPT must deeply understand the concepts and features that are associated with ...
Harvard Business School

Evaluating Adversarial Robustness of Concept Representations in Sparse Autoencoders

Jiaxun Li, Aaron, Suraj Srinivas, Usha Bhalla, and Himabindu Lakkaraju. "Evaluating Adversarial Robustness of Concept Representations in Sparse Autoencoders." Proceedings of the Conference of the ...