MERCI Cards: An LLM Evaluation and Deployment Framework for High-Stakes Domains.

arXiv:2610.04430v1 Announce Type: new Abstract: As LLMs are increasingly deployed in high-stakes professional workflows, engineers and researchers require principled protocols to systematically track, monitor, and improve model performance across deployment cy