How AI reshapes personal, enterprise, and archival knowledge systems

This cluster explores how AI is transforming knowledge management from multiple angles: enterprise RAG systems, digital preservation, and personal note-taking workflows. It highlights tools like Authority Engine and GitNexus, advanced RAG evaluation for production knowledge systems, and KM perspectives on preparing for agentic AI. The posts also examine a shift toward self-hosted, privacy-preserving tools such as SilverBullet and frameworks from the Digital Preservation Coalition and Preservica. Together they show a move from static document storage to dynamic, AI-augmented knowledge ecosystems that organizations and individuals must now learn to design, govern, and trust.