AINeutralarXiv – CS AI · 18h ago7/10
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Performative Learning Theory
Researchers present a theoretical framework analyzing how predictive models that influence real-world outcomes affect generalization and learning capacity. The study reveals a fundamental trade-off: models that significantly impact data generate less reliable insights about future populations, with implications for algorithmic systems in employment, finance, and other consequential domains.