PART 3 - THE THIRD AXIS CHAPTER 15: DEPLOY NOW, PRAY LATER Crossing the Bounds

"When predictions shape real-world decisions, the resulting actions can themselves change the data distribution."

Perdomo and colleagues formalize performative prediction, where model-informed decisions influence the outcomes and distributions that the models subsequently encounter. This supports the manuscript's distinction between a static representation of the world and a changing environment in which predictions and actions can influence future observations.

View Source