Machine Learning, Causal Inference, Data Science, Time Series Analysis, Statistics.
That being said, however, sometimes it can make sense to ease this restriction and allow extrapolation (keyword interpolation bias). Apart from that, the restriction also gives rise to one of the major advantages of the synthetic control method: It leads to a sparse solution, meaning that some