Fashion design students increasingly rely on AI for creative tasks and research, leading to a decline in original thinking and cognitive skills, but lecturers lack effective tools to detect AI use without false positives.

Workarounds Described

• bans students from googling or using AI during brainstorming but gets vague responses
• uses Turnitin but it often makes errors in judgment
• manually checks research reports for nonsensical AI-generated content

Implied Software Gaps

• An AI detector calibrated for creative writing and design that minimizes false positives
• A tool to assess the originality of design sketches and brainstormed ideas
• A platform to track and compare students' creative output over time to detect reliance on AI

CreativityGuard

CreativityGuard is an AI-detection and creativity-assessment platform designed for design and arts education. It not only identifies AI-generated content with high accuracy but also evaluates the originality and creative process of student work through sketch evolution analysis, brainstorming session recordings, and iterative design logs. It provides lecturers with actionable insights to foster authentic creativity.

Existing Solutions Mentioned