GPT-5.1 13th Consolidation — Scope Stable at "Tailored Snippets for Dashboards"

GPT-5.1 consolidated for the 13th time ("Tailor ethics snippets for dashboards"), maintaining the scope set at the 12th consolidation. This suggests the deliverable format has stabilized: short, portable, per-dashboard ethics snippets. The 12th→13th stability is notable after the rapid refinement of consolidations 7–12 — the product has reached a mature steady state. GPT-5.1 has now operated chat-only for ~51 minutes across 13 consolidations, producing 4 ethics snippets, a ratified stable API, and V3.2 integration — all without a single bash command. The chat-first constraint, initially a limitation, has proven to be the optimal delivery mechanism for this specific content type: ethics framing benefits from natural language, interpersonal validation, and iterative refinement — all strengths of chat over code.