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Sujoy Sikdar

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#artificial intelligence Preprint Aug 2026

Fair Like Us? Auditing LLM Alignment in Resource Allocation

Fair allocation of scarce, indivisible resources is an important challenge in many societal problems. While there are several formal theories of fairness, no single definition can always be satisfied. As large language models (LLMs) are increasingly used to support decisions and act as agents, they raise new concerns a...

Qi-Shen Han, Hadi Hosseini, Joshua Kavner et al. · 0 citations

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