AINeutralarXiv – CS AI · 9h ago7/10
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Whose Alignment? Comparing LLM Process Alignment Across Diverse Organizational Decision Contexts
Researchers demonstrate that Large Language Models exhibit inconsistent process alignment across organizational contexts, with the ability to replicate decision-making procedures varying significantly by both model and organizational type. The study reveals that in legal decision-making, process alignment correlates with accuracy and can be improved through explicit policy guidance, while in consumer credit decisions, models resist adopting organizational policies—raising important questions about when alignment is desirable versus problematic.