3 papers
cs.CY2026
From Precision Medicine to Precision Education: A Vision for AI-Powered Student Digital Twins, Preventive Student Success, and Career-Aligned Academic Pathways
Kaushik Dutta
Higher education remains largely reactive in its approach to student success. Institutions frequently identify academic problems only after students have failed courses, fallen beh…
cs.LG2026
Information-Consistent Language Model Recommendations through Group Relative Policy Optimization
Sonal Prabhune, Balaji Padmanabhan, Kaushik Dutta
Large Language Models (LLMs) are increasingly deployed in business-critical domains such as finance, education, healthcare, and customer support, where users expect consistent and…
cs.CL2026
Do LLMs have a Gender (Entropy) Bias?
Sonal Prabhune, Balaji Padmanabhan, Kaushik Dutta
We investigate the existence and persistence of a specific type of gender bias in some of the popular LLMs and contribute a new benchmark dataset, RealWorldQuestioning (released on…