Regenerative design replaces the linear material flow that characterizes industrial economies with cyclical flows that maintain and restore the living systems economic activity depends on. A degenerative economy extracts raw materials from the Earth, converts them into products, uses them briefly, and discards them as waste. A regenerative economy designs its material flows in loops — restoring soils, replenishing water tables, maintaining biodiversity — such that economic activity contributes to ecosystem health rather than depleting it.
Applied to AI, regenerative design has two registers. The first concerns infrastructure: the data centers, devices, and semiconductor supply chains that currently operate on a linear take-make-use-lose basis that is ecologically destructive at every stage. Regenerative AI infrastructure would require circular material flows — device recycling at scale, data center design for reuse, renewable energy procurement coupled with ecosystem restoration.
The second register is more suggestive. The human activity that AI enables — the ascending friction that shifts workers from mechanical execution to judgment