AI RESEARCH
OracleProto: A Reproducible Framework for Benchmarking LLM Native Forecasting via Knowledge Cutoff and Temporal Masking
arXiv CS.AI
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ArXi:2605.03762v1 Announce Type: new Large language models are moving from static text generators toward real-world decision- systems, where forecasting is a composite capability that links information gathering, evidence integration, situational judgment, and action-oriented decision making.