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TRV-2026-0140Certified recordPeer-reviewed

AI and human designers: How consumers see the genuine care in product design as more sustainable

Abstract Across a series of studies, we find that despite AI’s potential for greater efficiency in sustainable product designs, AI-designed products are perceived by consumers as less sustainable than those designed by humans. We demonstrate that this effect is driven by a perceived lack of genuine care, defined as the emotional component believed to go into a product’s design. Since sustainability is symbolically linked to values such as love and care, the absence of human involvement undermines perceptions of…

Science · The Trace — both readings · certified 2026-07-13 · v1 · article view · machine-readable

Current reading — gain

AI systems offer potential for greater efficiency when creating sustainable product designs.

Current reading — problem

Consumers perceive products described as designed by AI as less sustainable than identical products described as designed by humans, driven by a perceived lack of genuine care.

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Truvace Impact Record TRV-2026-0140, v1: “AI and human designers: How consumers see the genuine care in product design as more sustainable.” Truvace, 2026-07-13. /record/TRV-2026-0140 (accessed at citation time). sha256 8b8c7423d87ed82e

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