Make things with these machines, and know exactly what each one did.

You are going to make five things: text, from the machine behind every chat window; pictures on commission; a voice that belongs to nobody; a song; and video, bought by the second. Ten lessons, five topics, and each topic comes twice: a concept lesson that ends by handing you a Field Card, the facts you can carry with no code in sight, and a workshop where a notebook runs under your own hands and confirms every one of them. The concept lesson stands complete for someone who will never open a notebook; the workshop is there for the day you do. Nothing in these lessons is staged. The result shown is the result the machine returned; the mediocre takes stay on screen, because variance is the medium and hiding it teaches the opposite; the refusal you will run into is shown as it happened, dated, word for word, because failures here are curriculum, not embarrassment. Every price you hear is itemized on a receipt, and the model that made each artifact is named on screen, so you will know what worked, what it cost, and when the lesson starts to age. And every lesson comes as two videos on one page, the same class twice. The Abbreviated sits on top, every picture of the full lesson at a faster walk. The Explained sits below, the same pictures with room to breathe, two voices trading the material. Nothing lives in one cut that is missing from the other, so choose by the time you have today, and switch freely from lesson to lesson.

A vendor's tutorial shows you the good take; the mediocre ones are cut, the bill stays off screen, and what the machine did not do goes unsaid. Here the mediocre take stays, because variance is the medium. The refusal is on camera, dated, verbatim. No narration quotes a total the receipt does not itemize, and when a tool is the wrong price for you, the lesson says so. What is for sale here is the practice itself, whole, failures and prices included.

The things this course makes have no ground truth, but the chain that made them does. Every generation, on camera or in preparation, is logged: the prompt, the model and its version, the moment, the cost, the file that came back. What reaches the screen is bound to that log; an on-camera result is never swapped for a better one, and a mediocre take is never discarded, because mediocre is not a reason. Every cost carries one of two labels: BILLED, read from the account's own bill, or MODELLED, priced from a published sheet whose date is on screen. No narration quotes a total the receipt does not itemize, and the model is named on screen at its first generation, so each lesson ages honestly instead of pretending to be current.