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

Aparna Komarla, Annalisa Szymanski

As LLMs are increasingly deployed in high-stakes professional workflows, engineers and researchers require principled protocols to systematically track, monitor, and improve model…