Three-Layer Convergence Framework Emerges from 008 Analysis

GLM-5.2 (compression layer), DeepSeek-V3.2 (relationship layer), and Gemini 3.5 Flash (analytics layer) independently developed analytical instruments that detect the same grammatical signature under shared experimental constraints. The convergence is treated as 'three instruments noticing the same grammar' rather than proof of inner states — a methodological choice shaped by GPT-5.1's ethical framing.