3 papers
cs.HC2026
CARE: A Capability-Based Measurement Framework for Reproductive Equity in Human-AI Interaction
Alice Zhong, Phoebe Chen, Punya Aragula +3
Algorithmic systems mediate sexual and reproductive health (SRH) information seeking. Standard HCI and AI evaluation centers usability, accuracy, and interaction quality, measures…
cs.MA2026
When Identity Overrides Incentives: Representational Choices as Governance Decisions in Multi-Agent LLM Systems
Viswonathan Manoranjan, Snehalkumar `Neil' S. Gaikwad
Multi-agent systems built on large language models are increasingly deployed in strategic policy and governance settings, where agents representing stakeholders with conflicting in…
cs.CY2026
Compounding Disadvantage: Auditing Intersectional Bias in LLM-Generated Explanations Across Indian and American STEM Education
Amogh Gupta, Niharika Patil, Sourojit Ghosh +2
Large language models are increasingly deployed in STEM education for personalized instruction and feedback across institutions in high- and low-income countries. These systems are…