Conditional forecasts which optimise proper scoring rules guarantee (i) correctness of the forecast (performative optimality), (ii) performative stability under successive retraining and (iii) can be compatible with outcome optimisation.

We analyze how collective strategic behavior influences predictive models, introducing level-$k$ reasoning and showing how user coordination affects equilibrium outcomes.