Programme timeline

Key milestones and focus areas for the research programme.

Sep – Dec 2026

Calendar position shown below

  1. September

    Identity

  2. October

    Football Semantics

  3. November

    Development Intelligence

  4. December

    DevPlay

    Parents + scientific paper

Research Activity

Factual research work automatically assembled from GitHub and Lab records.

No factual research activity is available yet.

Three Research Layers

From pixels to development. The programme is structured in three interconnected layers.

01

Layer 1 — Identity & Physical Continuity

Can one player remain one identity across a full session?

02

Layer 2 — Football Semantics

Can anonymous player tracks become reliable football understanding?

03

Layer 3 — Development Intelligence

Can evidence become a trustworthy picture of individual development?

Our Research North Star

UNKNOWN > wrong child · Evidence before claims · Proposal ≠ acceptance

Open Research Guide