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Level 3 · Week 7 of 8
Advanced AI Integration
Why This Matters
You've been using an AI evaluator throughout this program to score and refine your manuscripts. This week is about using that feedback loop deliberately and well — treating AI coaching as a genuine rehearsal partner, not a pass/fail gatekeeper to game.
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Suggested pace: about a week. This lesson works best across a few short sessions, not one sitting — write today, come back and revise in a day or two, then rehearse once more before you submit. Real progress comes from returning to the same skill more than once, rested, not from cramming it all in at once.
This Week's Exercise
Day 1–2 Start Here — Reflect
Before submitting anything, notice your own relationship to the score itself: are you tempted to treat it as a verdict on you, or can you hold it as information about the draft? That mindset shift is most of what this week is actually teaching.
Day 3 Draft & Rehearse
Submit an early draft to the gate specifically to get coaching feedback, even if you expect it to fail — the weakest-category diagnosis is more useful early than late.
Address the single weakest category identified, revise only that dimension, and resubmit — treat this as one deliberate rehearsal round, not a random retry.
Compare your score changes across categories between submissions. If one category isn't moving despite real revision, that's worth rethinking from a different angle rather than repeating the same fix.
Once you clear the gate, read back through the coaching notes you received across every attempt — the pattern across multiple rounds often reveals more than any single note did.
Day 4–5 Go Deeper & Rehearse Once More
Before revising based on the feedback, write down your own guess at what the weakest category will be. Compare it to what the evaluator actually flagged. A mismatch between your guess and the real result is often the most useful data point of the whole week.
Day 6 Before You Move On
Did I submit an early draft specifically to get diagnostic feedback, not just a final score?
Did I revise the single weakest category deliberately, rather than making scattered changes?
If a category wasn't moving, did I try a genuinely different approach rather than repeating the same fix?
Day 7 Coach's Note — Matt Abrahams: I've built and use AI tools trained on my own work specifically because a good feedback loop, used honestly, accelerates real skill — not because it replaces the human judgment of knowing when a line actually lands. Use the evaluator as a conversation, not a verdict.