NCAD AI for Artists Workshop · Week 14

Capstone Sprint

Build a Personal AI-Enhanced Creative Workflow

Mostly studio time. Your job: circulate, force scope cuts, run the clinic.

60-second recap

The deal

AI for friction, humans for meaning.
Raw output is never finished work.
Verify before trusting. Disclose where it matters.
Skepticism welcome when specific.

Standing recap. Last full recap before Demo Day.

Synthesis

Thirteen weeks of techniques

are worth nothing until one of them lives in your practice.

Today you build that one thing.

This is where the term pays off.

The week in one line

Ship one true thing that gives you leverage
without taking your voice.

Both halves matter. Leverage AND voice.

The trap I'll be policing

Automating your ART instead of your FRICTION

A capstone that makes your finished work is a worse portfolio piece than one that buys you two hours a week.

Say it now, repeat it at every desk. The #1 failure mode.

Print it · keep it up all day

The Capstone Quality Bar

Half-sheet for every student. Self-check at the end.

All must be yes

Four questions

  1. Real friction — an actual recurring problem in YOUR practice
  2. Documented human decisions — selection, rejection, judgment, visible
  3. Honest disclosure — what AI did, what you did
  4. Demo-able to an employer — every choice defensible
"Small-and-passes-all-four beats ambitious-and-half-built. Every time."

Deliverable

You will leave with

A capstone draft — a working(ish) thing
A 1-page process explanation — proves it's yours

The draft is the bonus. The process explanation is the assessed deliverable.

Demo

Three capstone shapes

~0:10. Three worked examples from DEMOS Week 14.
Shape 1

Workflow / process system

The Week 5 chain, assembled

brief → boards → shot list → AE checklist, reusable.

Friction → AI role → human role → time saved.

Best for motion, animation, multi-stage pipelines.
Shape 2

Prompt system / kit

The Week 8 five prompts, tuned

A reusable kit you run per project.

Best for UX, design, illustration, writing-heavy practices.
Shape 3

Tiny coded tool

The Week 11 generator + Week 12 changelog

Single-file, inspectable, yours.

Best for "I keep retyping/recalculating this" problems.
For each

The question

What would make it FAIL the bar?

No real friction · no documented decisions · no disclosure · couldn't demo it

Collect answers — the room internalizes the bar by hunting failures.
Live

Scope a volunteer's idea

Act as a capstone advisor. My idea: [X]. Interview me briefly, then output a one-week build plan: scope cut to ~6 hours, AI-role/human-role split, riskiest assumption first, and what "done" looks like.
When the model over/under-scopes, correct it out loud. "It's too agreeable to tell you you're over-scoped. I'm not."

Hour 1

Scope lock

~0:35. Every student leaves with three things written.

Write down three things

Friction · Shape · Riskiest assumption

The friction — the real recurring problem, with frequency
The shape — which lane
The riskiest assumption — what sinks it if it fails

This is where the day is won or lost. Pressure-test scope at every desk.

The shortcut

Pick the shape closest to a draft you already have

Week 11 tiny-tool spec · Week 12 workflow spec · Week 5 motion pack · Week 13 prompt pack

Your fastest capstone is finishing one of those.

Cold-start students: standing friction list + their own prior deliverables.

Break

Break — 10 minutes

Sprint 1 next: build the spine.

Timer ready. Sprints are protected like breaks.

Sprint 1 · 60 minutes

Build the spine

Riskiest assumption first. Then core, end-to-end. Ugly is fine.

A rough complete thing beats a polished fragment.

Circulate: "Have you tested the part most likely to fail yet?"
The discipline

Sprint 1

Riskiest assumption first

What's the ONE thing that, if it doesn't work, sinks the whole capstone?

Test THAT. Not the easy parts.

The single most important discipline of the build. Enforce it.

~2:05 · 20 minutes

Workflow Clinic

The most valuable 20 minutes of the week

Partners ACTUALLY use each other's thing.
Clinic

Swap and actually try it

Your partner uses your capstone

"A partner's 'I wouldn't use this because…' is a gift, not an insult." Push past politeness.

Break

Break — 10 minutes

Sprint 2 next: refine + document.

Timer ready.

Sprint 2 · 60 minutes

Refine + document

Fix what the clinic found.
Write the process explanation AS YOU GO.

"Write the decision down while you remember making it." Remind twice.
The assessed deliverable

Sprint 2

The 1-page process explanation

The friction · what I built · AI's role · my role (the ✏️ moments) · proof it works · disclosure · what's next

Templates: workflow spec / tiny-tool spec / process documentation.
Always available

Alternative

Zero-AI / planning capstone (fully equal)

A fully-specified workflow or tool design — spec + process explanation + paper walkthrough.

Several of the strongest capstones are plans.

Design is the deliverable; the running artifact is the bonus. State it as equal.

Peer review

90-second rough shows

Critique on ethics · usefulness · craft. NOT polish — it's a draft.

Rough-by-design. Opt-in for the most anxious; a written one-pager substitutes.
Every week

Integrity check

This week's four

  1. Does it automate your friction or your art?
  2. Are your human decisions documented, not just claimed?
  3. Is your disclosure honest enough to stand in an interview?
  4. Did a real human confirm it works? Untested = hypothesis
The art-vs-friction one is the load-bearing question this week.

Reflection

Write 4 lines

Two quiet minutes.

Next Wednesday: Demo Day

Bring the finished(ish) capstone + the process page

Then: Manifesto v2 + your personal AI Operating System.

"Week 15 is the show, the reflection, and the system for never falling behind again."

Tonight + this week

Finish the spine

Final slide stays up while people pack.