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TruaceTracing the truth around AIWednesday, July 22, 2026
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TRV-2026-0418Certified recordPeer-reviewed

ChatGPT Needs SPADE (Sustainability, PrivAcy, Digital divide, and Ethics) Evaluation: A Review

Abstract ChatGPT is another large language model (LLM) vastly available for the consumers on their devices but due to its performance and ability to converse effectively, it has gained a huge popularity amongst research as well as industrial community. Recently, many studies have been published to show the effectiveness, efficiency, integration, and sentiments of chatGPT and other LLMs. In contrast, this study focuses on the important aspects that are mostly overlooked, i.e. sustainability, privacy, digital divi…

Policy · P Space — documented harm · certified 2026-07-20 · v1 · article view · machine-readable

Current reading — problem

ChatGPT deployment raises unresolved issues across sustainability, privacy, digital divide, and ethics that the authors argue require formal SPADE evaluation

What this doesn’t fix

Evidence base is limited to preliminary data collection and hypothesized facts rather than comprehensive empirical measurement

Evidence

Reader signal

How should this claim be treated?

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Truvace Impact Record TRV-2026-0418, v1: “ChatGPT Needs SPADE (Sustainability, PrivAcy, Digital divide, and Ethics) Evaluation: A Review.” Truvace, 2026-07-20. /record/TRV-2026-0418 (accessed at citation time). sha256 219fd55fc610a0f6…

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