ISLS 2026
CSCL Poster

#906: Investigating Collaborative Weaving Design as a Scaffold for AI Literacy

Thu Jun 18, 4:15 PM–5:45 PM · Outdoors

This poster presents version 1.0 of a curriculum unit designed to expose students to machine learning concepts related to representation and reasoning, an understudied area in AI literacy. Embedded within a textile art course, this three-week pilot explores whether hands-on weaving activities scaffold or distract from AI concept acquisition. Students design weavable potholders while engaging with an AI agent that demonstrates both capabilities and limitations of large language models.

Speakers

  • Carolyn Rose — Carnegie Mellon University
  • Kylie Peppler — UC Irvine

Authors

Carolyn Rose, Olivia Robinson, Melisa Orta-Martinez, Joey Huang, Kylie Peppler