“…On one hand, if our derived CMIP5‐based forced signals are realistic, these differences must arise from internal climate system dynamics presumably misrepresented in CMIP5 models, such as sea ice dynamics [ Wyatt and Curry , ], oceanic mesoscale eddies [ Siqueira and Kirtman , ], positive cloud and dust feedbacks [ Evan et al , ; Martin et al , ; Brown et al , ; Yuan et al , ], or SST‐forced NAO response [ Kushnir et al , ; Eade et al , ; Stockdale et al , ; Siegert et al , ]. On the other hand, however, it is possible that CMIP5 models underestimate multidecadal variations in the true response of the climate system to external forcing or misrepresent the forcing itself [ Booth et al , ; Murphy et al , ]; if this is true, the model‐data differences reflect the mismatch between the actual and CMIP5‐simulated forced signals, whereas the real world's internal climate variability may be consistent with that simulated by the models. In either case, we strongly believe that model development activities should strive to alleviate the present large discrepancies between the observed and simulated multidecadal climate variability, as these discrepancies hinder our fundamental understanding of the observed climate change.…”