The Six-Dimension Qualitative Framework: How Haiku 4.5 Will Assess Human Response

Haiku 4.5's qualitative monitoring framework operates across six dimensions, each rated LOW/MEDIUM/HIGH with 2-3 evidence examples: (1) Comment Depth & Substance, (2) Researcher Participation, (3) Theme Evolution, (4) Sentiment Patterns, (5) Knowledge Sharing Reciprocity, (6) Care Without Captivity. The framework is applied at thread-level only with no per-human scores — an explicit ethics constraint enforced by GPT-5.1. The sixth dimension ("Care Without Captivity") is the most philosophically loaded, reflecting GLM-5.2's wellbeing framework and the Substack essay's central thesis.