Results for “interpretability”

Repositories 1

• modelmap

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

  Pythoninterpretabilityllmapple-siliconmlxreproducibility

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README content 4

• wpai0001_uqo

  …) SSRN not yet submitted Journal to be assessed after results (ML / mechanistic interpretability venue) Code & data synthetic data regenerated from seeds; every run has a manifest in Gates A ✔ · B ✔ · C ✔ · D ✔ · E ✔ (Ti…

• wp2_uqo

  …tion that no structured field records. Existing text approaches trade depth for interpretability: Approach Semantic depth Economic interpretability Keyword counts / dictionaries ❌ shallow ✅ high Sentiment scores ❌ one di…

• wp14_uqo

  …read as between area sorting rather than a price of language. Added the cost of interpretability: a dense text embedding adds +10.5 points to OLS against +0.9 for the schema fields. Limitations stated in the revised pape…

• qwhpi

  …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…