| license: mit | |
| # LLM Output Drift: Cross-Provider Validation & Mitigation for Financial Workflows | |
| **Authors:** Raffi Khatchadourian, Rolando Franco | |
| **Venue:** AI4F @ ACM ICAIF 2025 (Nov 15 in Singapore) | |
| **Paper:** https://arxiv.org/abs/2511.07585 | |
| **Code:** https://github.com/ibm-client-engineering/output-drift-financial-llms | |
| This repository is a Hugging Face landing page for the paper and its open-source implementation. | |
| It focuses on deterministic test harnesses, cross-provider validation, and risk-tiered deployment | |
| for financial LLM workflows (SEC 10-Ks, RAG over filings, JSON/SQL tasks). |