metadata
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).