Let AI Teach Me · Wrap-up

Pick My Next Step from 32 Moves

Each of the first thirty-two pages taught one move. Check the two or three you lack most right now. This page gives the page-number order to walk.

You nodded once on each of the first thirty-two pages. Close the laptop, and tomorrow morning when you actually start, what’s left is thirty-two moves that all look like they should be done: fix the question first, check the source first, take notes first, or schedule review first? It’s hard to tell where step one lands.

When the list gets long, choosing itself burns the energy to act. Worse, these moves have order: if the question isn’t clear, later checks chase a drifted answer; if you haven’t understood the material, the notes only keep a blur.Get the order backward, and the time you spent up front may not connect to the next step.

The table below closes the loop. Check the two or three on the left that look most like you now. The right keeps the related pages and reorders them by dependency. You get a revisit path with page numbers: start at row one, finish a page, then tap the next.Handle what you lack most right now, then come back for the next batch.

Check two or three, and get the page-number order to walk
First check the two or three you lack most right now
Left: which lines look most like you now
Right: revisit order by dependency
Check on the left. The right keeps the related pages and reorders them.
Why this path is ordered by dependencyAsking sits in front. Every later step takes the previous page’s output as input.
Handle the two or three most urgent ones firstThe more you check, the longer the path. Check all eight and you’re reading from the start again.
Teaching sketch: the page computes the order by dependency. Each link goes to that page.
Why the page numbers aren’t in numeric order

The path is ordered by dependency. Asking sits first, because every later step takes its output as input: it breaks the material, it writes the questions, it helps you write the notes. Skip this layer and every later move is working on answers that already drifted.

Guarding against hallucination follows asking — it decides whether this sentence stays. The keep-it group sits after breaking material: you need something understood before you have something to keep. Self-check comes after keeping, because it checks whether it stayed. Path-planning is last: it fills the week’s calendar with every earlier move.

Point at This Page and Ask AI is pinned at the start — you need it whenever a later page stalls. Let AI Quiz Me Right Now is pinned at the end, so after the path she quizzes you by title.

One round: only the two or three most urgent

Check only “I finish reading and can’t say it the next day,” and the path is 15, 16, 17, 22, 24, with 31 at the end. First use Close the Material and Let AI Quiz Me Once to split retrieving from rereading, then let it write a new question each time, talk through your thinking on the one you miss, and run the last two self-checks. After these six pages you have one thing you can do the same day: before you stop, close the notes and say three points.

Check all eight and the path is the full thirty-two pages again. So check two or three, walk them, then come back for the next batch.

Check what you lack most right now, and walk only the related pages, by dependency.