Temporal Fairness Monitor — Dashboard
Design-fiction dashboard for monitoring temporal fairness in production stacks. Signals: QPF gauge, TDP trend, EOOT outcomes, FDD spikes.
QPF — Gauge
Target band
Red flag
TDP — Trend
TDP
Domain mean
Rolling avg
EOOT — Outcomes
EOOT
Domain mean
Rolling avg
FDD — Fairness Decay Detection
Spikes
Moving avg