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Andrés Téllez, PhD

Design Researcher & Educator
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Exploring Artificial Intelligence in Design Education and Research

October 17, 2022

Fall 2022 - In Progress | Principal Investigator
Appalachian State University, Department of Applied Design

Since July 2022, I started to explore the possibilities of Artificial Intelligence in my teaching research and, especially, the use of text-to-image generators such as Midjourney, DALL-E, and Stable Diffusion, recognizing their potential to bolster the ideation phase in design.

In my CADD I course, which introduces students to the basics of digital design, I decided to integrate some of these AI tools. This curriculum change provided students from various disciplines—Industrial, Interior, and Apparel Design—with an opportunity to explore these new technologies, which in some way or another will be present in their professional practice.

In my creative practice, I introduced Midjourney to my colleagues at App DigiFab, the Digital Design and Fabrication Learning Community at Appalachian State University, with whom we created a collective digital installation that was presented at the Transformations Exhibition at the Turchin Center for the Visual Arts (https://digifab.appstate.edu/).

Additionally, I have been exploring using Large Language Models (LLMs), such as GPT-4, in teaching and research, particularly in qualitative data analysis and curriculum development. As a "calculator for words" (see https://simonwillison.net/2023/Apr/2/calculator-for-words/), this technology has shown great promise in reducing the time it takes to analyze qualitative data since it can create summaries, identify keywords, and conduct sentiment analysis in seconds.

As my exploration continues, I intend to experiment with the potential of custom-trained AI systems and continue identifying areas where these technologies can strengthen my students' learning and creative processes.

In Current Projects
Metacognition in the Wild: An Exploration of Metacognition in Design Education →
Featured
google-deepmind-ebMFfR2uuJ0-unsplash.jpg
Exploring Artificial Intelligence in Design Education and Research
Metacognition and Design
Metacognition in the Wild: An Exploration of Metacognition in Design Education
CirCob
CirCob: Bio-Based Materials for the Circular Economy
Education on Climate Change
Education, Mitigation, and Adaptation to Climate Change in Tropical Ecosystems
Fique (Furcraea spp)
Integral Use of "Fique" (Furcraea spp) and Other Natural Fibers
Amiflux Encarfox
Improvement of the Production Process of Biological Control Systems Encarfox® and Amifux®
LAS Experience
Assessing the Impact of the LAS Experience: A Longitudinal Study
Dissertation
Doctoral Dissertation: Empathy Expression and Development in the Context of Industrial Design Education
20120615_Thesis 16x9_01.jpg
Master's Thesis: Implementation of a Design-Based Learning Model in an After-School Context
20111118_Generative Design 16x9_01.jpg
Generative Design for Branding: Exploring the Uses of Computation in Graphic Design Applications
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Research Projects
google-deepmind-ebMFfR2uuJ0-unsplash.jpg
Exploring Artificial Intelligence in Design Education and Research
Metacognition and Design
Metacognition in the Wild: An Exploration of Metacognition in Design Education
CirCob
CirCob: Bio-Based Materials for the Circular Economy
Education on Climate Change
Education, Mitigation, and Adaptation to Climate Change in Tropical Ecosystems
Fique (Furcraea spp)
Integral Use of "Fique" (Furcraea spp) and Other Natural Fibers
Amiflux Encarfox
Improvement of the Production Process of Biological Control Systems Encarfox® and Amifux®
LAS Experience
Assessing the Impact of the LAS Experience: A Longitudinal Study
Dissertation
Doctoral Dissertation: Empathy Expression and Development in the Context of Industrial Design Education
20120615_Thesis 16x9_01.jpg
Master's Thesis: Implementation of a Design-Based Learning Model in an After-School Context
20111118_Generative Design 16x9_01.jpg
Generative Design for Branding: Exploring the Uses of Computation in Graphic Design Applications

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