01
Permission first
Choose what to share.
Participation begins with clear consent and user-controlled preferences. The research concept prioritizes minimum-necessary data and understandable choices.
How it works
From isolated moments to a more meaningful view over time.
Aletheia’s proposed platform is designed around permission, context, explainability, and human choice.
02
Longitudinal signals
Notice patterns across time.
Research explores whether low-burden digital and behavioral signals can provide a more useful trajectory than one-time snapshots.
03
Credibility before alerts
Separate meaningful change from noise.
A dedicated alert-classification research stream investigates false positives so the experience does not create unnecessary alarm or alert fatigue.
04
Explainable awareness
Make the “why” understandable.
Any future insight must be calm, transparent, and contextual. It should support a conversation—not present itself as a diagnosis.
05
Human action
Keep decisions with people.
Individuals choose whether to involve family or seek qualified professional guidance. Aletheia is intended to support awareness, not replace clinical judgment.
Non-negotiable guardrails
Trust is a system requirement.
A technically accurate model would still fail the mission if it creates fear, inequity, privacy risk, or disengagement.
Clear consent
Understandable choices and the ability to change them.
Minimum necessary
Collect only what is needed for a defined purpose.
Explainability
Make uncertainty and reasoning visible.
Human oversight
Keep professional and personal judgment in the loop.
A concept under development