11 citations
2 papers
cs.CL2026
TriAgent: Divergence-Aware Multi-Agent Committees for Cost-Efficient Financial Sentiment Analysis
Isabel Xu, Cynthia Xu, Rachel Ren +2
Production LLM-based financial sentiment analysis faces a structural cost trap: most queries are trivially classifiable, yet expensive cloud reasoners process them all, and the bil…
cs.HC2025★ 11 cited
ArtInsight: Enabling AI-Powered Artwork Engagement for Mixed Visual-Ability Families
Arnavi Chheda-Kothary, Ritesh Kanchi, Chris Sanders +5
We introduce ArtInsight, a novel AI-powered system to facilitate deeper engagement with child-created artwork in mixed visual-ability families. ArtInsight leverages large language…