A human could look at an intermediate layer, then claim its an output layer. It could look at the human readable chain of reasoning, then claim it did not exist

A human could look at an intermediate layer, then claim its an output layer. It could look at the human readable chain of reasoning, then claim it did not exist. A human could construct a false line of reasoning to confuse us. All this while claiming the moral high ground... peppered with misuses of technical jargon.