That assumes that the "raw data" is reasonably human-comprehensible (which neural network weights and activations are notoriously not) and/or that you have time

That assumes that the "raw data" is reasonably human-comprehensible (which neural network weights and activations are notoriously not) and/or that you have time to sit down and analyze the data at your leisure. But saying more would be spoilery...