TRV-2026-1748Certified recordPeer-reviewed

The power of AI: balancing ethics and harm for the environmental justice field

Abstract Artificial intelligence, after the boom of generative AI, is beginning to shape environmental decision-making, at the same moment that environmental justice (EJ) communities face intensifying ecological harm, federal disinvestment, and data erasure. This paper examines the dual tensions AI presents for the EJ field: its potential as a tool for democratizing data access and amplifying community knowledge, and its reproduction of the very hierarchies EJ seeks to dismantle. We document harms across several…

Climate · Problem Space — documented harm · certified 2026-10-17 · v1 · article view · machine-readable

Current reading — problem

AI in environmental decision-making can reproduce hierarchies that environmental justice work seeks to dismantle, including environmental racism in data center siting and energy demand, data bias, and privacy risks.

What this doesn’t fix

The abstract presents a conceptual and experience-based framework and does not report measured outcomes showing that the proposed community-governed paradigm works in practice.

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Truvace Impact Record TRV-2026-1748, v1: “The power of AI: balancing ethics and harm for the environmental justice field.” Truvace, 2026-10-17. /record/TRV-2026-1748 (accessed at citation time). sha256 5e23de3f0c192de9…

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