2: We then sum the local hidden and cell states: This formulation is powerful, but comes at the cost of sacrificing the probabilistic interpretation of which paths are likely.
even if almost all of the probability mass comes through the "true" segmentation, the hidden state may still be heavily influenced by all of the "bad" segmentations as well.