3 papers
cs.AI2026
Beyond Symmetric Agents: Cognitive Diversity and Multi-Agent Debate in Small Language Models
Leonardo Ferreira, Gardenia Liu, Kaden Zheng
Multi-agent debate (MAD) reportedly improves reasoning and factuality over single-model inference, but prior work treats agents as symmetric peers, leaving open what drives the gai…
cs.LG2026
Prediction Arena: Benchmarking AI Models on Real-World Prediction Markets
Jaden Zhang, Gardenia Liu, Oliver Johansson +3
We introduce Prediction Arena, a benchmark for evaluating AI models' predictive accuracy and decision-making by enabling them to trade autonomously on live prediction markets with…
cs.HC2025
SportsBuddy: Designing and Evaluating an AI-Powered Sports Video Storytelling Tool Through Real-World Deployment
Tica Lin, Ruxun Xiang, Gardenia Liu +5
Video storytelling is essential for sports performance analysis and fan engagement, enabling sports professionals and fans to effectively communicate and interpret the spatial and…