1 is wrong. If I tell Codex + GPT-5.6 to do it now, it will figure out how to do it. If it would need to extract audio and run a speech model on it, it will find one, set it up, and run without my help.
An LLM could theoretically try to earn some money and pay a human to do most of these tasks but it's not the point of the exercise.