Andrew Fairless, Ph.D.
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What I Read: model moves data.
Posted on :: Tags: machine learning, prediction, dynamical, distribution shift, distribution, performativity, loss, learning, steering, recurrent, feedback, feedback loop, recommender, bias, social bias, benchmark, large language model, chatbot

https://mlbenchmarks.org/13-model-moves-data.html
When the model moves the data
Moritz Hardt
"Performativity refers to a causal influence that a model and its predictions have on the target of prediction.... people respond to a prediction in a way that may change the outcome, thus possibly reinforcing or invalidating the prediction."