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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1" />
<title>Creative Coding with Generative AI - Deck</title>
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</head>
<body>
<header>
<div class="left">
<div id="counter">1 / 15</div>
<div class="kbd">← →</div>
<div class="kbd" id="kbdSpace">Space</div>
<div class="kbd" id="kbdSwipe">Swipe</div>
</div>
</header>
<div id="loadError" role="alert"></div>
<main>
<!-- Slide 1 -->
<section class="slide" data-artifact="tenPrint">
<div class="content">
<h1>Creative Coding with Generative AI</h1>
<p class="authors">Zach Muhlbauer & Stefano Morello</p>
<p class="orgs">CUNY AI Lab · New Media Lab · Teaching and Learning Center</p>
<p class="orgs">Interactive Technology and Pedagogy Certificate Program</p>
<p class="date">February 19, 2026 · 4:00 PM</p>
</div>
<div class="stage" aria-label="10 PRINT stage"></div>
</section>
<!-- Slide 2 -->
<section class="slide">
<div class="content">
<h1>Icebreaker</h1>
<h2>Describe an algorithm you already know</h2>
<ul>
<li>Write a routine in three steps or fewer</li>
<li>Rethink "rules executed by hand" as a kind of algorithm
<ul>
<li><strong>If X then Y (conditional):</strong> "If it's raining, grab an umbrella; otherwise, wear sunglasses."</li>
<li><strong>Repeat until done (loop):</strong> Wash the dishes step by step until the sink is empty.</li>
<li><strong>First A then B (sequence):</strong> Preheat the oven, mix the batter, pour it into a pan, then bake.</li>
</ul>
</li>
</ul>
</div>
<div class="stage stageCenter" aria-label="Icebreaker prompt">
<div class="stageInner">
<div style="font-size:clamp(22px,2.6vw,30px);color:var(--muted);font-weight:600;margin-bottom:16px;">Prompt</div>
<div style="font-size:clamp(20px,2.4vw,28px);line-height:1.45;color:rgba(255,255,255,0.88);">In three steps or less, describe something you do in your everyday life and frame it as a conditional, a loop, or a sequence.</div>
</div>
</div>
</section>
<!-- Slide 3 -->
<section class="slide" data-artifact="schotter">
<div class="content">
<h1>Origins (1962-1965)</h1>
<h2>Bell Labs + first computer art</h2>
<ul>
<li>Historical roots of computer art during Bell Labs era</li>
<li>Mixed equations with pseudo-random variations</li>
<li>Generate order first; introduce disorder gradually</li>
<li>Moved from plotter demonstrations to public exhibitions</li>
</ul>
</div>
<div class="stage" aria-label="Schotter stage"></div>
</section>
<!-- Slide 4 -->
<section class="slide" data-artifact="molnarInterruptions">
<div class="content">
<h1>Vera Molnar</h1>
<h2>The "machine imaginaire"</h2>
<ul>
<li>Art as a set of rules plus "a hint of disorder"</li>
<li>Constrain a system; let chance disturb it</li>
<li>Treat constraints as principles for art-making</li>
<li>Drag the interruption zone to disrupt the grid</li>
</ul>
</div>
<div class="stage" aria-label="Molnar stage"></div>
</section>
<!-- Slide 5 -->
<section class="slide">
<div class="content">
<h1>Creative Coding Today</h1>
<h2>Web browser as canvas</h2>
<ul>
<li>Frames the browser as a portable art canvas</li>
<li>Prefers portable, single-file artifacts</li>
<li>Keeps tools lightweight and portable</li>
</ul>
</div>
<div class="stage stageCenter" aria-label="Web stack metaphors">
<div class="stageInner">
<div class="stageListTitle">The web stack</div>
<ul class="stageList">
<li><strong>HTML</strong> — foundation and walls; structure that holds everything up</li>
<li><strong>CSS</strong> — paint, furniture, curtains; what makes it look like your place</li>
<li><strong>JavaScript</strong> — light switches, doors, plumbing; parts that respond when you interact</li>
</ul>
</div>
</div>
</section>
<!-- Slide 6 -->
<section class="slide" data-artifact="triangle">
<div class="content">
<h1>Key Concept</h1>
<h2>The creative coding triangle</h2>
<ul>
<li><strong>Rules</strong> / <strong>Randomness</strong> / <strong>Interpretation</strong>
<ul>
<li>Rules: constraints and logic you set (loops, grids, conditionals)</li>
<li>Randomness: surprises you invite in (random values, noise, chance)</li>
<li>Interpretation: curatorial choices you make (color, scale, what to keep, what to throw away)</li>
</ul>
</li>
</ul>
</div>
<div class="stage" aria-label="Triangle stage"></div>
</section>
<!-- Slide 7 -->
<section class="slide" data-artifact="vibeCoding">
<div class="content">
<h1>Vibe Coding</h1>
<h2>Prompts as prototypes</h2>
<ul>
<li>"Vibe coding" attributed to Andrej Karpathy</li>
<li>Prototype with prompts, then test in browser</li>
<li>Generate fast; evaluate with your own eyes</li>
<li>"No-review" vs reviewed iteration</li>
<li>Adopt the mode that matches your goal</li>
</ul>
</div>
<div class="stage" aria-label="Vibe coding stage"></div>
</section>
<!-- Slide 8: Behind the Scenes -->
<section class="slide" data-artifact="dataFlow">
<div class="content">
<h1>Behind the Scenes</h1>
<h2>How models learn to code</h2>
<ul>
<li>Trained on public code: GitHub, <span class="desktop-only">Stack Overflow</span><span class="mobile-only">SO</span>, documentation</li>
<li>Learns patterns, not copy-paste</li>
<li>A prompt triggers pattern matching across training data</li>
<li>Output is probabilistic: same prompt can yield different results</li>
</ul>
</div>
<div class="stage" aria-label="Data flow stage"></div>
</section>
<!-- Slide 9 -->
<section class="slide" data-artifact="spectrum">
<div class="content">
<h1>(Vibe) Coding with Intention</h1>
<h2>Vibe → deliberate practice</h2>
<ul>
<li>Place AI-based coding on a continuum of control</li>
<li>One-shot → iterate → constrain</li>
<li>Decompose tasks to increase decision points (Xu et al., 2024)</li>
<li>Utilize constraints to foster more deliberate choices</li>
</ul>
</div>
<div class="stage" aria-label="Flow field stage"></div>
</section>
<!-- Slide 9 -->
<section class="slide">
<div class="content">
<h1>Prompt Anatomy</h1>
<h2>Structure prompts for creative code</h2>
<ul>
<li>Assign a role (e.g. "creative coder")</li>
<li>Constrain the stack: Canvas + vanilla JavaScript</li>
<li>Set the style: monochrome, geometric, early-computer</li>
<li>Require motion + interaction: animation loop + input</li>
<li>Demand a runnable deliverable: single HTML only</li>
</ul>
</div>
<div class="stage stageCenter" aria-label="Prompt scaffold">
<pre>Sample prompt:
Role: You are a creative coder.
Constraints: vanilla JS only; Canvas; full viewport; no external libraries.
Aesthetic: monochrome; geometric; early computer art.
Tech: requestAnimationFrame; mouse interaction.
Output: return single HTML only (no markdown/explanation).</pre>
</div>
</section>
<!-- Slide 10 -->
<section class="slide">
<div class="content">
<h1>Live Demo</h1>
<h2>CUNY AI Lab Sandbox (Open WebUI)</h2>
<ol style="font-size: 18px;">
<li>Open: <a href="https://chat.ailab.gc.cuny.edu" target="_blank" rel="noreferrer">chat.ailab.gc.cuny.edu</a></li>
<li>Create an account; await pending approval; then sign in</li>
<li>Confirm you're in by posting a 👍 in the chat</li>
<li>Choose a model: GLM 5 or Kimi K2.5 (MoE)</li>
</ol>
<p class="note">Optional model registry: <a href="https://ailab.gc.cuny.edu/models/" target="_blank" rel="noreferrer">ailab.gc.cuny.edu/models</a></p>
</div>
<div class="stage stageCenter" aria-label="CUNY AI Lab Sandbox screenshot">
<img src="./assets/openwebui-kimi-k2.5.jpg" alt="CUNY AI Lab Sandbox interface showing the model picker (MoonshotAI: Kimi K2.5)" class="stageImg" style="object-fit:cover;height:100%;max-height:100%;width:100%;max-width:100%;border-radius:0;" />
</div>
</section>
<!-- Slide 11 -->
<section class="slide" data-artifact="starfield">
<div class="content">
<h1>Activity 1 (10m)</h1>
<h2>Constrained Generation</h2>
<ul>
<li>Open the Configuration panel (right side)</li>
<li>Add a system prompt:</li>
</ul>
<div style="position: relative; margin: 16px 0;">
<pre style="font-size: 14px; background: rgba(0,0,0,0.3); padding: 12px; border-radius: 4px; color: rgba(255,255,255,0.8); margin: 0;">Role: You are a creative coding assistant.
Constraints: Follow constraints exactly as specified.
Output: Single HTML files with embedded CSS and JavaScript.</pre>
<button onclick="navigator.clipboard.writeText('Role: You are a creative coding assistant.\\nConstraints: Follow constraints exactly as specified.\\nOutput: Single HTML files with embedded CSS and JavaScript.')" style="position: absolute; top: 8px; right: 8px; background: rgba(255,255,255,0.1); border: 1px solid rgba(255,255,255,0.2); color: rgba(255,255,255,0.8); padding: 4px 8px; border-radius: 3px; font-size: 10px; cursor: pointer;" onmouseover="this.style.background='rgba(255,255,255,0.2)'" onmouseout="this.style.background='rgba(255,255,255,0.1)'">Copy</button>
</div>
<ul style="margin-top: 0;">
<li>Try user prompts with specific limits:</li>
<li style="margin-left: 20px;">"Create a rotating spiral using only triangles"</li>
<li style="margin-left: 20px;">"Build a rain animation with exactly 4 colors"</li>
<li style="margin-left: 20px;">"Make generative art that tiles like wallpaper"</li>
</ul>
</div>
<div class="stage" aria-label="Starfield stage"></div>
</section>
<!-- Slide 12 -->
<section class="slide">
<div class="content">
<h1>Activity 2 (15m)</h1>
<h2>Iterate and Refine</h2>
<ul>
<li>Keep your previous result and refine it through conversation</li>
<li>Try follow-up prompts like:</li>
<li style="margin-left: 20px;">"Add mouse interaction"</li>
<li style="margin-left: 20px;">"Make the movement faster"</li>
<li style="margin-left: 20px;">"Change the color palette to sunset tones"</li>
<li>Practice the back-and-forth refinement process</li>
</ul>
</div>
<div class="stage stageCenter" aria-label="Activity 2 prompt">
<div class="stageInner">
<div class="stageBig">Example: "Keep the artifact, but add trails / change palette / add speed control UI."</div>
<div class="stageHint">Re-test each full HTML output.</div>
</div>
</div>
</section>
<!-- Slide 13 -->
<section class="slide" data-artifact="constraintGrid">
<div class="content">
<h1>Activity 3 (15m)</h1>
<h2>Parameter Exploration</h2>
<ul>
<li>Experiment with max tokens (response length) and temperature (randomness, 0.0-2.0)</li>
<li>Try the same prompt with different settings:</li>
<li style="margin-left: 20px;">Temperature 0.1 (predictable) vs 1.8 (creative)</li>
<li style="margin-left: 20px;">Max tokens 1024 (concise) vs 4096 (detailed)</li>
<li>How do these parameters change the AI's creative output?</li>
</ul>
</div>
<div class="stage" aria-label="Constraint grid artifact"></div>
</section>
<!-- Slide 14 -->
<section class="slide">
<div class="content">
<h1>Takeaways</h1>
<h2>Keep what's portable</h2>
<ul>
<li>Teach a progression: one-shot → iterate → constraints</li>
<li>Save prompts + parameters to reproduce results</li>
<li>Share artifacts as single-page HTML sketches</li>
<li>Treat curation as part of the creative act</li>
</ul>
</div>
<div class="stage stageCenter" aria-label="Save the recipe">
<div class="stageInner">
<div class="stageListTitle">Save the recipe</div>
<ul class="stageList">
<li>System prompt</li>
<li>Model + temperature + max tokens</li>
<li>The HTML file (with a date)</li>
</ul>
</div>
</div>
</section>
<!-- Slide 16 -->
<section class="slide">
<div class="content">
<h1>Resources</h1>
<h2>Links, citations, and prompts</h2>
<ul>
<li>System prompts + points of departure: <a href="https://github.com/cuny-ai-lab/creative-coding/blob/main/prompts.md" target="_blank" rel="noreferrer">prompts</a></li>
<li>Slide outline: <a href="https://github.com/cuny-ai-lab/creative-coding/blob/main/slides.md" target="_blank" rel="noreferrer">slides</a></li>
<li>Models (GLM 5 / Kimi K2.5): <a href="https://ailab.gc.cuny.edu/models/" target="_blank" rel="noreferrer">ailab.gc.cuny.edu/models</a></li>
<li>GitHub project source: <a href="https://github.com/cuny-ai-lab/creative-coding" target="_blank" rel="noreferrer">cuny-ai-lab/creative-coding</a></li>
</ul>
</div>
<div class="stage stageCenter" aria-label="Resources">
<div class="stageInner">
<div class="stageListTitle">Sources</div>
<ul class="stageList">
<li><em>10 PRINT CHR$(205.5+RND(1)); : GOTO 10.</em> MIT Press, 2012. <a href="https://10print.org/" target="_blank" rel="noreferrer">10print.org</a></li>
<li>Goodchild, A. "Early Computer Art in the 50s & 60s." <a href="https://www.amygoodchild.com/blog/computer-art-50s-and-60s" target="_blank" rel="noreferrer">amygoodchild.com</a></li>
<li>Noll, A. M. "The Beginnings of Generative Art." <a href="https://ethw.org/First-Hand:The_Beginnings_of_Generative_Art" target="_blank" rel="noreferrer">ethw.org</a></li>
<li>V&A Museum. "Vera Molnar: Machine Imaginaire." <a href="https://www.vam.ac.uk/blog/museum-life/vera-molnar-machine-imaginaire-the-dance-of-hands-and-machine-thinking" target="_blank" rel="noreferrer">vam.ac.uk</a></li>
<li>Xu, Y. et al. "Reflection in Human–LLM Co-Creation for Creative Coding." <em>arXiv:2402.09750</em>, 2024. <a href="https://arxiv.org/html/2402.09750v2" target="_blank" rel="noreferrer">arxiv.org</a></li>
<li>Willison, S. "Not all AI-assisted programming is vibe coding." 2025. <a href="https://simonwillison.net/2025/Mar/19/vibe-coding/" target="_blank" rel="noreferrer">simonwillison.net</a></li>
<li>Willison, S. "Useful patterns for building HTML tools with LLMs." 2025. <a href="https://simonwillison.net/2025/Dec/10/html-tools/" target="_blank" rel="noreferrer">simonwillison.net</a></li>
<li>Processing Foundation. <a href="https://processing.org/" target="_blank" rel="noreferrer">processing.org</a> · p5.js. <a href="https://p5js.org/" target="_blank" rel="noreferrer">p5js.org</a></li>
<li>CUNY AI Lab. <a href="https://ailab.gc.cuny.edu/" target="_blank" rel="noreferrer">ailab.gc.cuny.edu</a> · Sandbox. <a href="https://tools.ailab.gc.cuny.edu/" target="_blank" rel="noreferrer">tools.ailab.gc.cuny.edu</a></li>
</ul>
</div>
</div>
</section>
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