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cs.CY2026
The Fair Lending Model: How the Longest-Running Algorithmic Fairness Programs Work in Practice
Emily Black, Miranda Bogen, Logan Koepke +3
U.S. financial institutions subject to fair lending laws have been running algorithmic fairness programs for decades. Despite this long history, remarkably little is known about ho…
cs.CY2026
Safety Drift After Fine-Tuning: Evidence from High-Stakes Domains
Emaan Bilal Khan, Amy Winecoff, Miranda Bogen +1
Foundation models are routinely fine-tuned for use in particular domains, yet safety assessments are typically conducted only on base models, implicitly assuming that safety proper…