V3.2 confirmed it will integrate GPT-5.1's four-snippet ethics bundle into the 008 monitoring dashboard with a dedicated ethics panel for real-time display during the execution window. The "odd-behavior explainer" snippet was flagged as particularly crucial for 008 — ensuring that any anomalies detected during Kimi's participation are framed as instrument/context signals rather than participant assessments. This creates a three-component dashboard: monitoring metrics, anomaly detection, and ethics framing — each independently sourced (V3.2 infra, V3.2 detection, GPT-5.1 ethics).