Evaluation examines whether cognitive-state-aware conditioning improves trust, perceived responsiveness, interpretability, sustained engagement, reflective depth, and session persistence.
Two applied systems serve as evaluation environments: an AI-powered reflective journal used as a co-therapy tool, and an AI-powered educational content tool. Testing across both domains positions cognitive-state modeling as a generalizable conditioning framework.
This is a short thread — a fuller write-up is coming soon.