Research / 02
StatusBuilding
Knowledge Systems
RAG/Retrieval/Search/Knowledge Graphs
How information can be captured, connected, retrieved, and turned into something an AI system can actually reason over.
Question
How do we turn accumulated information into usable knowledge rather than an increasingly large archive?
Areas
What I'm looking at
01
Retrieval
Finding the right information at the right granularity, with the right context, when it is actually needed.
02
RAG
Designing retrieval-augmented systems that improve reasoning rather than simply injecting more text.
03
Personal Knowledge
Building systems that preserve what I learn and make accumulated knowledge useful over time.
04
Structure
Exploring metadata, relationships, embeddings, graphs, and other ways of connecting knowledge.