Research layer 03

Development Intelligence

Can evidence become a trustworthy picture of individual development?

Layer framing

Longitudinal player history architecture

Research scope

Cross-session identity and comparable metrics are not established

Roadmap milestone: Comparable metric definitions
Define metrics that remain meaningful across sessions.

Major milestones
Comparable metric definitions

Define metrics that remain meaningful across sessions.

Player history model

Represent evidence-linked longitudinal history.

Trajectory interpretation

Distinguish observed change from interpretation.

Development validation

Validate useful development signals with practitioners.

Assigned Lab work
No assigned Lab work in this layer.
Unassigned Lab questions
No unassigned Lab questions are recorded for this layer.
Related experiments
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