da4ebeb724d3bed2e9cd40a18edae43c0a41f090
Periodic safety net for the multi-judge approval panel: samples panel-approved halachot, re-runs the same 3-judge KEEP vote, and surfaces any that now lean DROP — candidate false-keeps a human should glance at. Report-only by default; --flag reopens flips to pending_review. Baseline 0/15 on the 2026-06-07 batch. Closes the loop the literature prescribes (Trust-or-Escalate / selective prediction): monitor the auto-decision error rate rather than trusting it blindly. Reuses halacha_panel_approve's judges (single source of truth). Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Description
AI Legal Decision Drafting System — MCP server, web upload, RAG search
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