DEVPLAY LAB · MORNING BRIEFING
Where the research stands today
Three layers, current ownership, recent movement, and useful work ready to pick up.
Morning orientation
Three research layers
01
Identity & Physical Continuity
Evidence MediumLong-gap identity recovery50%Roadmap
Reliable re-identification after extended occlusion0 activeNo one assigned
02
Football Semantics
Evidence EarlyBall detection and player-to-ball association10%Roadmap
Reliable ball tracking and attribution to anonymous player tracks0 activeNo one assigned
03
Development Intelligence
Evidence EarlyLongitudinal player history architecture0%Roadmap
Cross-session identity and comparable metrics are not established0 activeNo one assigned
Working now
Current research ownership
FI
Filip Benko
Started 2026-09-11
Appearance × topology fusion
Calibrating fusion weights on holdout cases
Available to work on
EXP-2026-09-006 · LAYER-02Anonymous player-to-ball association baseline
Run the baseline on the labelled holdout segment.
Available to claim
What changed
bbykimchi pushed new results to EXP-2026-09-004
3 new artifacts · demo commit a472cf
Filip claimed Appearance × topology fusion
Layer 1 · work started
EXP-2026-09-003 was incorporated into Layer 1
Relational topology retained as a useful identity signal.
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