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Apparently it's currently unclear. There is a tool on the TfL website to check if your car is liable for the T-Charge, but it returns a strange response for foreign vehicles:
I presume that TfL considers all foreign vehicles exempt by default and only starts charging them if their registration for the London Low Emission Zone shows they're also liable for the T-Charge.