**Their conclusion was multiple circuits can replicate model behavior, multiple interpretations can exist for a circuit, several algorithms can be causally aligned with the neural network, and a single algorithm can be causally aligned with different subspaces of the network.

What they suggest it that there is no commonality in circuits to show uniform explanability.**