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Independent research prototype. Not a U.S. government website; not legal advice. The complete disclaimer appears in the footer of every page.

RegLens-31
  • Overview
  • Search & browse
  • Extracted obligations
  • Statutory authority
  • Draft skeletons
  • Evaluation

Evaluation (provisional)

Extractor accuracy, measured on a labeled sample and reported with confidence intervals — for obligation extraction and for the three modules above. Labels are machine-proposed and marked until human adjudication completes.

Independent personal research prototype. Not affiliated with, endorsed by, or representing the U.S. Department of the Treasury or any U.S. government agency (31 U.S.C. § 333). Not legal advice; no attorney-client relationship. Outputs are assistive only — verify every obligation against the primary source. Model-generated fields are labeled as such.

Data as of 2026-07-30 — a pre-computed static snapshot; no page depends on a live service. Source data: Federal Register (U.S. public domain). Extraction: qwen3:8b running locally at temperature 0.

Use-case framing: Treasury AI Use Case Inventory (U.S. Government work) — see About this demonstration · Static read API (JSON) · Source code & methodology ↗