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The article explores why time series forecasting is uniquely challenging compared to other machine learning tasks, presenting benchmark results showing that simple statistical models and zero-shot foundation models often outperform sophisticated deep learning models on many series.
FrontierCode is a new coding evaluation benchmark designed to increase difficulty and quality standards for AI code generation.