Proxy-Pointer RAG: Temporal Reasoning Without Semantic Precompilation

Proxy-Pointer RAG performs lazy semantic synthesis at retrieval time using a structural document tree built with regex, avoiding the ingestion tax. LLM-Wiki precompiles knowledge into canonical pages during ingestion, which risks high-dimensional extraction degradation and prediction problems for future queries.