AI-maintained knowledge bases

Systems leveraging Large Language Models (LLMs) to autonomously update, structure, and query information, reducing reliance on manual human curation.

Core Architectures

  • ai-context-layer-architectures: Structural frameworks defining how AI interacts with and integrates external data streams.
    • Comparison: Karpathy’s Wiki vs. OpenBrain
      • Analyzes the fundamental trade-offs between different architectural approaches to context management.
      • Identifies specific failure modes in certain architectures during critical information retrieval needs.
      • Ref: AI Context Layer Architectures: Karpathy’s Wiki vs. OpenBrain Comparison
  • 2026 04 27 AI Context Layer Architectures Karpathys Wiki vs. OpenBr

Source Notes

  • 2026-04-27: [[lab-notes/2026-04-27-AI-Context-Layer-Architectures-Karpathys-Wiki-vs.-OpenBr|AI Context Layer Architectures: Karpathy’s Wiki vs. OpenBrain Comparison]]