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The paper presents results from a 41-day live challenge evaluating a short-term load forecasting pipeline for the aggregated German transmission-grid load, designed to meet EU AI Act requirements in safety-critical environments. The open-source spotforecast2-safe pipeline outperforms the ENTSO-E baseline and remains competitive with large foundation models.