Intelligence

Cohorts, reference humans, and calibration make DT4H cohort-aware.

DT4H does not treat users as isolated records. It models individuals relative to structured populations, reference priors, and continuous calibration loops.

01

Cohort Intelligence

Multi-dimensional population context used for inference, comparison, and initialization.

02

Reference Humans

Cohort-derived distributions that define expected ranges, variance, trajectories, and priors.

03

Calibration

Continuous model refinement as signals, outcomes, and runtime evidence accumulate.

LayerCohort Intelligence
StatusActive Draft
SystemDT4H / StateK / SETPOINT
BoundaryInfrastructure, not diagnosis
System lineageDT4HTwinStateKSETPOINTOutcomesRecalibration
Infrastructure boundaryDT4H models cohorts, Twins, calibration, and runtime state. It does not diagnose, prescribe, or replace licensed clinical judgment.
Document statusInfrastructure draft
Last updatedMay 2026
Applies toDT4H.ai / AvatarK.ai ecosystem