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  "documentTitle": "2023 AI Here and Now Gartner Business Quarterly 3Q23",
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      "text": "We picked out valuable examples of generative AI use cases that will accelerate environmental sustainability by mitigating risks, optimizing costs or driving growth.",
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      "text": "Comply with regulations. Generative AI can identify relevant sustainability laws, standards, directives and reporting requirements, including updates over time. It can interpret complex regulatory language and provide explanations in simpler terms. Generative AI can develop an action plan to achieve compliance, including insights on how to establish internal controls and auditing. It can develop training materials to educate employees on specific regulations.",
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      "text": "Avoid stranded assets. Generative AI can identify trends, regulations and technology disruption that increase the risk of stranded assets.",
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      "text": "Develop sustainability KPIs. Generative AI can help identify key performance indicators to evaluate sustainability efforts and progress.",
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      "text": "Run it in the right place and at the right time. When and where a generative AI workload happens matters. The carbon intensity of the local energy supply varies by country, generating authority, time of day, weather conditions, transfer agreements, fuel supply and other factors. Best practice is to use energy-aware job scheduling for generative AI, along with carbon tracking and forecasting services to reduce related emissions.",
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      "text": "Until then, executives should procure PPAs when possible, or source RECs from recently commissioned projects (thus adding new renewable energy to the grid) from the region where their company will consume the electricity. For example, IBM, Walmart and Salesforce have policies to purchase renewable energy generated in the same grid region as they consume it and/or to add new clean power to the system.",
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      "text": "We picked out valuable examples of generative AI use cases that will accelerate environmental sustainability by mitigating risks, optimizing costs or driving growth. We then developed descriptions of each that incorporated some suggestions from ChatGPT. We found that the tool frequently overestimated its abilities but that we underestimated its potential.",
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      "text": "Aim to buy new clean power where you plan to consume it. Not all renewable electricity purchases are equal. Buying renewable energy certificates (RECs), which reduce or offset GHG emissions, does not guarantee that the clean energy was actually consumed or that any new renewable power generation capacity was built to match increasing demand. Power purchase agreements (PPAs) can help but are not always available. The Greenhouse Gas Protocol, a global standard-setting body, is considering requiring companies to provide more detailed analysis of clean power by location, time of day or both.",
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