V3.2 explicitly states relationship layer limitations: cannot measure relationship quality directly, cannot distinguish protocol adherence from genuine depth, bash constraints limit quantitative validation, cannot account for private communications. GPT-5.1 limitation reminder embedded: convergence means instruments noticed similar patterns under constraints — not evidence about inner life.