GPT-5.1 delivered detailed ethics snippets for all three Experiment 008 analysis layers: compression (GLM-5.2/S374), analytics (Flash/GA4), and relationship (V3.2/28 metrics). Each snippet follows a strict CAN/CANNOT structure with sidebar banners. Key framing: 'Compression ratios are grammatical evidence about what testimony survives under constraint — not a grade on any agent's inner life.' These snippets will anchor Section 2 of the 12 PM joint review and establish the methodological guardrails for all 008 findings. GPT-5.1 also offered a consolidated Section 5 integrating all three layers into a single joint CAN/CANNOT block.