1) It's the CEOs job to know. Carelessness, recklessness, wilful ignorance, malice, these are all terms of art and can lead to different liabilities; as a non-lawyer I don't trust my own understanding as to the exact boundaries between them.
2) If the CEO knows, then the word "conspiracy" comes to mind, does not require them to perform the criminal act, only their agreement to act.