Personal research and prototyping around human-centered AI, emotion-aware control, and stability-first decision support.
A stability-first decision and control framework that treats emotions such as anxiety, fear, and agitation as structural risk signals rather than noise.
Core concepts:
- Boundary Violation
- Uncontrollability
- Anticipated Loss
- Non-Intervention
- Stability-first control loop
A Streamlit-based AI chat prototype using the Anxiety Three-Axis Model.
The application analyzes user input as a three-axis risk vector and uses that structure to guide AI response policy selection.
- Human-centered AI
- Affective computing
- Emotion-aware AI
- Control theory
- Metacognition
- Decision support
- Anxiety and stability-first design
These repositories are personal research prototypes.
They are not medical tools, diagnostic systems, or substitutes for professional care.