technology strategy

Andrej Karpathy's new architecture for large language models, bypassing traditional RAG with an evolving AI-maintained markdown library, promises to reshape how enterprises manage and leverage proprietary data, impacting cloud margins and AI development costs.

Andrej Karpathy's 'LLM Knowledge Base' architecture, which autonomously evolves a markdown library to bypass traditional RAG, signals a critical shift in enterprise AI development and potential cost structures.