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The online pipeline loads a fixed background model at startup, but the background needs to be updated periodically from live quiet-time data. Because the background informs both the FAR estimate and the p_astro model, the detection threshold should update alongside it. The update strategy also needs to be determined; e.g., whether to use a rolling window of recent samples or accumulate all data since deployment.
Activity