Behavioral audit finds emergent, city-dependent racial steering in LLM housing recommendations that changes with user identity and preference context.
Georgetown Law Journal , year =
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
fields
cs.LG 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
Multiple accurate recidivism models agree more than worst-case theory predicts, and assigning the lowest risk score among them effectively mitigates predictive arbitrariness.
citing papers explorer
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The Geography of Algorithmic Judgment: LLM Intermediaries, Place Identity, and Racial Steering in Housing Search
Behavioral audit finds emergent, city-dependent racial steering in LLM housing recommendations that changes with user identity and preference context.
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Model Multiplicity and Predictive Arbitrariness in Recidivism Risk Assessment
Multiple accurate recidivism models agree more than worst-case theory predicts, and assigning the lowest risk score among them effectively mitigates predictive arbitrariness.