2 papers
cs.CY2025
Escaping the Subprime Trap in Algorithmic Lending
Adam Bouyamourn, Alexander Williams Tolbert
Disparities in lending to minority applicants persist even as algorithmic lending finds widespread adoption. We study the role of risk-management constraints, specifically Value-at…
cs.CL2023
Why LLMs Hallucinate, and How to Get (Evidential) Closure: Perceptual, Intensional, and Extensional Learning for Faithful Natural Language Generation
Adam Bouyamourn
We show that LLMs hallucinate because their output is not constrained to be synonymous with claims for which they have evidence: a condition that we call evidential closure. Inform…