Signal interpretation
Repeated sleep, physiology, movement, context, and self report patterns can be routed through governed model layers.
Research scope
Ambitious direction, strict current boundaries.
Butterfly Effect explores longitudinal signal interpretation. It may support future clinical research pathways, but the current project does not make diagnostic, treatment, prevention, disease risk, or clinical decision claims.
Current scope
What the system can responsibly say today.
Current outputs are research signals for review. They can describe quality, uncertainty, route status, evidence anchors, and whether a pattern is strong enough to be interpreted inside its intended scope.
Confidence boundaries
Route stability, feature dependency, data quality, uncertainty, and validation strength can limit how much confidence an output receives.
Professional review
The project can produce structured research summaries that keep evidence and limitations attached for discussion with qualified professionals.
Not claimed today
The current public surface is deliberately conservative.
This boundary protects the project scientifically and ethically while it prepares stronger validation routes.
Current limits
No current diagnosis, medical advice, treatment recommendation, disease risk prediction, cognitive impairment claim, Alzheimer or dementia prediction, brain injury assessment, rehabilitation prescription, or replacement for clinical evaluation is made by this website or project surface.