2 papers
cs.CL2026
Mechanical Enforcement for LLM Governance:Evidence of Governance-Task Decoupling in Financial Decision Systems
José Manuel de la Chica Rodríguez, Carlos Martí-González
Large language models in regulated financial workflows are governed by natural-language policies that the same model interprets, creating a principal--agent failure: outputs can ap…
cs.LG2024
Uncertainty Quantification for Transformer Models for Dark-Pattern Detection
Javier Muñoz, Álvaro Huertas-García, Carlos Martí-González +1
The opaque nature of transformer-based models, particularly in applications susceptible to unethical practices such as dark-patterns in user interfaces, requires models that integr…