Getting out of the Big-Muddy: Escalation of Commitment in LLMs

Emilio Barkett, Olivia Long, Paul Kröger

Large Language Models (LLMs) are increasingly deployed in autonomous decision-making roles across high-stakes domains. However, since models are trained on human-generated data, th…