Course ← The Commons

The Pipeline

The mental model, the AI pipeline, what AI does well, what it does badly, and the value equation that turns it into sellable output.

Honest about difficulty. What's here is the craft — skills that accumulate, not tactics that expire when the market shifts.

Syllabus 6 lessons

1 The mental model: prediction at scale ~1m —

2 The pipeline you actually work with ~1m —

3 What AI does well — the sellable list ~1m —

4 What AI does badly — the liability list ~1m —

5 The value equation ~1m —

6 Checkpoint ~1m —

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Published to the Commons on 2026-07-18. The card and its lessons are permanent — corrections ship as new work.