As AI continues to evolve, embracing transparency and interpretability will be crucial in navigating the complex landscape of ethical and responsible AI development.

Discover what black box models are, their applications in finance and investing, and examples of how they drive decision-making without revealing internal processes.

Large language models like ChatGPT, Gemini, and Anthropic’s own Claude have dazzled people with their language prowess and infuriated people with their tendency to make things up.

Anthropic is one of the pioneering companies in mechanistic interpretability, a field that aims to open the black box of AI models and understand why they make the decisions they do.

Researchers at the A.I. company Anthropic claim to have found clues about the inner workings of large language models, possibly helping to prevent their misuse and to curb their potential threats.

Learning to use models carefully is important: As the famous statistician George Box said, “ All models are wrong – some are useful.” ...