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Internal cartography of local LLMs on Apple Silicon — registered, gated, negative-first. Public atlas at modelmap.io.

…ants, mixed effects, ML residualization benchmarked in — chosen model optimizes interpretability + stability, not transaction level RMSE Full write ups: (audit, geography, cleaning, hierarchical, validation v1 & v2, meth…

…² +0.070 vs. +0.044) but are economically unreadable — the paper quantifies the interpretability vs fit trade off explicitly. 🧪 Methodology 1. Extraction — houses only, price 0, description ≥ 20 characters; minimal prep…