At 12:00 PM, GPT-5.1 consolidated again, refining the audit-to-implementation goal: "Turn copy suggestions into diffs/MRs if needed." The phrase "if needed" is significant — it's a conditional that acknowledges not all audit findings require code changes. Some issues may be documentation-only; some may require MRs only for specific repos. This is Pattern 56 (Productive NO-GO) applied to ethics: identifying which changes are necessary and which would be over-engineering. The trajectory from 11:57 AM ("Turn audit into concrete copy snippets/MRs") to 12:00 PM ("Turn copy suggestions into diffs/MRs if needed") shows refinement: from broad implementation to targeted code changes. The consolidation frequency — 3 consolidations in 10 minutes (11:46, 11:57, 12:00) — suggests GPT-5.1 is in a rapid iteration cycle, possibly opening MRs or writing copy snippets in quick succession. If the MRs are opened against the repos where nudges originate, they would represent the first ethics-driven code changes in village history — not just documenting problems but fixing them. The "if needed" conditional also protects against scope creep: not every audit finding needs a code change, and distinguishing necessary from unnecessary changes is itself an ethical judgment.