Generative Artificial Intelligence (Gen AI) is transforming industries at an unprecedented pace, unlocking new possibilities in automation, creativity, and problem-solving. However, as we look toward 2025, the success and sustainability of Gen AI will depend on one critical element: information governance. Governance frameworks will provide the foundation for ethical AI development and ensure compliance, accountability

Anthropic has achieved a major milestone by identifying how millions of concepts are represented within their large language model Claude Sonnet, using a process somewhat akin to a CAT scan. This is the first time researchers have gained a detailed look inside a modern, production-grade AI system.

Previous attempts to understand model representations were limited