When systems lack interpretability, organizations face delays, increased oversight, and reduced trust. Engineers struggle to isolate failure modes. Legal and compliance teams lack the visibility ...

But last year we got the best sense yet of how LLMs function, as researchers at top AI companies began developing new ways to ...

Overview: Interpretability tools make machine learning models more transparent by displaying how each feature influences ...

In the rapidly evolving world of Large Language Models (LLMs), a quiet but critical tug-of-war is taking place over how we ...

Progress in mechanistic interpretability could lead to major advances in making large AI models safe and bias-free. The Anthropic researchers, in other words, wanted to learn about the higher-order ...

Anthropic CEO: “We Do Not Understand How Our Own AI Creations Work” Your email has been sent Dario Amodei predicts the “MRI for AI” will be here in five to 10 years. And, he outlines three ways to ...

Data visualization techniques for representing high-degree interactions and nuanced data structures. Contemporary linear model variants that incorporate machine learning and are appropriate for use in ...

By studying large language models as if they were living things instead of computer programs, scientists are discovering some ...