LLMs to Build Personal Knowledge Bases
Source: Tweet Date: 2026-04-02
Summary
Tweet describing personal practice of using LLMs to build knowledge bases for research topics — a reflection of the same pattern as this wiki itself.
Key Claims
- Personal practice: “using LLMs to build personal knowledge bases for various topics of research interest.”
- Observation: “a large fraction of my recent token usage is on this kind of thing” — substantive research synthesis, not just Q&A.
- This represents the shift from LLMs as search engines to LLMs as knowledge workers.
Connection to Other Sources
Direct reflection of Karpathy LLM Wiki Pattern and Alex’s wiki discussion.
Concepts
- Compounding Knowledge — LLM-maintained knowledge bases compound over time
- Personal Knowledge Management — LLMs as PKM tools
- LLM as Knowledge Worker — LLMs doing research synthesis