2 papers
cs.LG2026
Continuous-Utility Direct Preference Optimization
Muhammad Ahmed Mohsin, Muhammad Umer, Ahsan Bilal +6
Large language model reasoning is often treated as a monolithic capability, relying on binary preference supervision that fails to capture partial progress or fine-grained reasonin…
cs.CY2025
Blueprints of Trust: AI System Cards for End to End Transparency and Governance
Huzaifa Sidhpurwala, Emily Fox, Garth Mollett +2
This paper introduces the Hazard-Aware System Card (HASC), a novel framework designed to enhance transparency and accountability in the development and deployment of AI systems. Th…