Lynn Zhang
Systems & Society
//PRESS.ENTER//
As artificial intelligence rapidly enters the creative industries, fashion design faces a critical dilemma: AI tools can generate full collections with speed and visual coherence, yet they lack the material sensitivity, fit logic, and cultural intuition that define good design. This raises urgent questions about authorship, originality, and the evolving role of the human designer.
By intentionally using AI to generate every stage of my fashion thesis—from concept to pattern to visualization—I aim to uncover not only its creative potential but its structural limitations, arguing that a designer’s role is shifting from craftsperson to curator, strategist, and critical problem solver in an AI-mediated workflow.
HOW I PRESSED ENTER
ChatGPT – concept thinking, outline, research prompts
Midjourney/DALL·E – visual development and moodboards
Claude – SVG code pattern generation
Illustrator – technical pattern refinement
CLO3D – digital garment construction and avatar testing
CLO3D – digital garment construction and avatar testing
WHERE AI STRUGGLED
LACK OF CONSTRUCTION LOGIC
NO BACK VIEWS OR OPENINGS
NO UNDERSTANDING OF FABRIC DRAPE OR WEIGHT
NEEDED DARTS/PANELS, TAILROING MANUALLY ADDED
NO BACK VIEWS OR OPENINGS
NO UNDERSTANDING OF FABRIC DRAPE OR WEIGHT
NEEDED DARTS/PANELS, TAILROING MANUALLY ADDED
“Everything in blue on these garments is what I had to fix. That’s where I stepped back in.”
POST-PRODUCTION
AI-generated backgrounds:
Created synthetic, surreal, or glitch-style environments to support the narrative of machine-influenced design
→ Tools: DALL·E, Midjourney, Adobe Firefly, Adobe Photoshop
Created synthetic, surreal, or glitch-style environments to support the narrative of machine-influenced design
→ Tools: DALL·E, Midjourney, Adobe Firefly, Adobe Photoshop
Prompted overlays and visual UI artifacts:
Used AI to generate terminal prompts, faux-interface frames, scanlines, and digital “errors” that overlay onto garments
→ These elements emphasize authorship blur, simulation, and machine aesthetics
Used AI to generate terminal prompts, faux-interface frames, scanlines, and digital “errors” that overlay onto garments
→ These elements emphasize authorship blur, simulation, and machine aesthetics