2 papers
cs.CY2026
Designing Safety-Constrained LLM Systems for Public Health Information Access
Ben Torkian, Jun Zhou
We present the design and implementation of a safety constrained large language model (LLM) system for public health information access, focusing on maternal and child health (MCH)…
cs.AI2026
A Multi-Agent AI System for Automated High School Transcript Processing: Collaborative Document Analysis at Scale
Ben Torkian, Jun Zhou
Each year, college admissions offices face an overwhelming challenge: processing millions of high school transcripts, each with unique formats, grading systems, and layouts. This m…