The Regenerative AI Practitioner : Thinking and Designing With AI More Sustainably

Many designers wrestle with an internal, creative conflict. We consider ourselves authentic practitioners who have developed discrete tacit knowledge and skills which underpin how we practice our craft. Yet, many of us continue to serve a capitalist system that undermines our creative motivation and authorship. Our work is often reduced to a transient commodity that drives superfluous mass-production and consumption. Through our designs, we create carbon emissions, waste and deplete precious natural resources. Of the creative industries, design arguably contributes most to the Earth’s growing climate crisis. Emergent AI design tools are promoted as key enablers of a sustainable transition. However, like the technologies preceding it, the recent, rampant adoption of artificial intelligence (AI) by the design industry is increasing injurious environmental impacts, as well as disrupting notions of design copyright and even jeopardising designers’ livelihoods. This chapter examines the psychological threats and promises that AI is beginning to pose for designers and their practice for engendering a sustainable future. Adopting a Regenerative Design lens, the chapter rethinks how designers can manage their inner dissonance to develop a regenerative AI design mindset.

Publication Details

Journal
Lancaster EPrints (Lancaster University)
Published
2026-03-23
Primary Topic
Innovative Human-Technology Interaction
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The Regenerative AI Practitioner : Thinking and Designing With AI More Sustainably

Lancaster EPrints (Lancaster University)
Innovative Human-Technology Interaction
article

The Regenerative AI Practitioner : Thinking and Designing With AI More Sustainably

article en

Abstract

Many designers wrestle with an internal, creative conflict. We consider ourselves authentic practitioners who have developed discrete tacit knowledge and skills which underpin how we practice our craft. Yet, many of us continue to serve a capitalist system that undermines our creative motivation and authorship. Our work is often reduced to a transient commodity that drives superfluous mass-production and consumption. Through our designs, we create carbon emissions, waste and deplete precious natural resources. Of the creative industries, design arguably contributes most to the Earth’s growing climate crisis. Emergent AI design tools are promoted as key enablers of a sustainable transition. However, like the technologies preceding it, the recent, rampant adoption of artificial intelligence (AI) by the design industry is increasing injurious environmental impacts, as well as disrupting notions of design copyright and even jeopardising designers’ livelihoods. This chapter examines the psychological threats and promises that AI is beginning to pose for designers and their practice for engendering a sustainable future. Adopting a Regenerative Design lens, the chapter rethinks how designers can manage their inner dissonance to develop a regenerative AI design mindset.

Lancaster EPrints (Lancaster University)
Responsible consumption and production
Openalex Percentile: Top 99%
Innovative Human-Technology Interaction
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.