2 papers
cs.AI2026
OracleProto: A Reproducible Framework for Benchmarking LLM Native Forecasting via Knowledge Cutoff and Temporal Masking
Yiding Ma, Chengyun Ruan, Kaibo Huang +2
Large language models are moving from static text generators toward real-world decision-support systems, where forecasting is a composite capability that links information gatherin…
cs.MA2026
EvoCorps: An Evolutionary Multi-Agent Framework for Depolarizing Online Discourse
Ning Lin, Haolun Li, Mingshu Liu +5
Polarization in online discourse erodes social trust and accelerates misinformation, yet technical responses remain largely diagnostic and post-hoc. Current governance approaches s…