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cs.AI2026
Are We Measuring Scientific Intelligence? Rethinking the Evaluation of AI Scientists
Kate Zhang, Yuante Li
AI agents can now carry out data-driven scientific analyses end to end, and benchmarks assess them by giving an agent a question and a dataset and scoring its final answer against…
cs.AI2026
Diverse Evidence, Better Forecasts: Multi-Agent Deliberation Under Information Asymmetry
Yuante Li, Yicheng Tao, Kate Zhang +3
Multi-agent systems are increasingly used for forecasting future events, as deliberation among multiple LLMs is believed to improve reasoning and calibration. Yet existing approach…