AI Systems
How language models, retrieval, and structured data shape modern web intelligence.
Scope
This section examines how language models, retrieval systems, embeddings, structured data, and entity graphs are changing the web's information layer: how content is discovered when keyword search is no longer the primary interface, how authority is established when the surface of citation expands beyond hyperlinks, and what independent operators can do to remain legible to both classical and AI-driven indexers.
In-depth existing writing on this topic lives at Artificial intelligence as a practical operating layer. New AI-systems entries arrive here in Phase 2.
Entries
First entries arrive in Phase 2.
Related
Existing relevant writing: Artificial intelligence as a practical operating layer.