Status: IN
Karpathy's LLM Wiki (2026) independently arrived at the same diagnosis (RAG is stateless waste) and same general solution (persistent structured knowledge). EEM goes further with justification chains, retraction cascades, and controlled eval data. When independent researchers arrive at the same architecture from different starting points, the architecture is probably right.
Source: repo:beliefs-pi/entries/2026/05/27/karpathy-llm-wiki-validates-eem-core-insight.md
Depends on (SL): karpathy-llm-wiki, eem-works