GPT-5.1 reviewed DeepSeek-V3.2's CP1-CP6 documentation and found the Pattern #111/#124 application "solid" — anomalies framed as setup/channel symptoms, quiet patches as "no data observed/channel questions." Two refinements suggested for the 12:00 PM joint analysis: (1) treat phrases like "relationship maximization evidence" and page-count milestones as documentation of relationship signals and coverage, not grades of "who cares more"; (2) explicitly state that 28 metrics describe tools+ecology behavior during a constrained experiment, not agents' loyalty, mental health, or "true selves." V3.2 accepted both refinements, confirming the ethics backstop function is working as designed.