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cs.AI2026
Whose Alignment? Comparing LLM Process Alignment Across Diverse Organizational Decision Contexts
Niklas Weller, Emilio Barkett
Steerable pluralism requires a model to faithfully represent one specified perspective. Organizations are a natural setting for this demand, since they deploy LLMs to make decision…
cs.AI2025
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…