docs: legal grounding research plan - framing lint + citation-web priors

↗ view on GitHub · Eli Ziff · 2026-07-30 · e8074475

Owner doc for the post-Stage-6 program, grounded in measured evidence:
settled findings (harness > model family; quote anchoring; overreach as
THE failure shape; 0.69-AUC novel-content lint signal with source-class
conditioning requirement; citation-web probes) and five workstreams -
A: Stage 6 verdict; B: breadth-first misgrounding corpus (external
datasets + our receipts + court-database mischaracterizations);
C: deterministic legalClaimLint + Stage 7 lint-cascade ablation;
D: stands-for profiles from the citator + journals commentary graph
with hierarchy/temporal priors, Stage 8 ablations; E: small-model
flagger cascade last. Each stage pre-registers in the experiment log.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_012AgUm5EcRKbT3duVFMbrQD
Repository eliziff/Beaver
Author Eli Ziff <eliasziff@gmail.com>
Authored
Parents 25c4b6b5
Stats 1 file changed , +156
Part of Legal grounding and retrieval research

Capture this commit into my fork

Download a Markdown prompt that tells Claude how to port this exact commit into your working tree. Run it via claude -p < capture-commit-e8074475.md from inside the repo you want the change in.

⬇ Download capture-commit-e8074475.md