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auditability 1evidence contracts 1housing guarantee 1llm reporting 1risk forecasting 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cs.CE2026

From Forecasts to Auditable Reports: Evidence Contracts for LLM-Assisted Housing-Guarantee Risk Monitoring

Hyeongcheol Kim, Yoontae Hwang

The paper presents a pipeline that turns month‑ahead housing‑guarantee risk forecasts into auditable reports by using structured evidence contracts and verification steps, showing…