Figure 2 depicts keyword phrases constituting Cluster 1, even though desk one shows the highest-cited content articles representing the cluster. As shown within the determine, a wealth of terms which include sustainable improvement, determination-making, ethics, moral technology, behavioral exploration, and environmental impact replicate a concerted concentrate on leveraging synthetic intelligence to deal with advanced environmental and developmental difficulties. It encapsulates a vision exactly where AI not only automates but also innovates in ways in which advertise ecological equilibrium and social welfare [ninety].
The framework of our paper is outlined as follows: “Literature overview” segment delves into the prevailing literature, highlighting discovered gaps, accompanied by an evidence of the methodology Employed in our review.
In contrast, BERTopic modeling introduced a nuanced depth to your Examination by leveraging context-knowledgeable all-natural language processing approaches (RQ2). this technique was specifically adept at uncovering the refined, frequently ignored interactions in between topics, including a layer of sophistication for the thematic composition recognized by thematic Evaluation.
The UN reported: "We are established to go ahead and take Daring and transformative measures which can be urgently required to change the globe on to a sustainable and resilient path."[40]
One of the most popular subjects is to handle how AI drives BM innovation. By way of example, a research determined technological, social, and financial reasons since the important antecedents powering adopting AI to innovate (Mariani et al. 2023). BM innovation was detected as among the significant causes powering AI integration. AI can outperform orthodox BMs in assorted aspects for instance controllability, Web of matters (IoT), predictive upkeep Command, and computational effectiveness (Ahmad et al.
If you're going to use pots, opt for biodegradable and compostable kinds. and there is no ought to buy new: opt for recycled objects which include dolly tubs or vintage backyard garden containers from reclamation yards or car boot gross sales.
AI can exploit info from new resources including satellites. And by layering intelligence onto the info, AI can create approximations of lacking data and estimate the extent of certainty of the results.
Society-related ideas: grant the minimum privileged the best support; search for mutual understanding, have faith in and a lot of wins; reinforce social cohesion and collaboration; interact stakeholders; foster education – share understanding and collaborate.
The prominence of ‘green AI’ signifies a systematic approach to lowering the computational price of algorithm coaching and inference, that is important for sustainably scaling AI applications. Furthermore, ‘green computing’ mirrors the business’s shift toward sustainable hardware, the place Strength-efficient processors and storage solutions are pivotal. This cluster may also take a look at the lifecycle analysis of AI models, thinking about the embodied Electricity from growth to deployment, to be sure a holistic approach to sustainability in technology.
At Microsoft, we believe that for our enterprise to do perfectly, the planet also should do effectively. we've been at a critical instant for environmental sustainability, and we'd like govt leaders, firms, and civil Modern society working in tandem. We also have to use each and every Device at our disposal to help us In this particular journey, like AI.
’ The expanding demand from customers for AI like a Resource for augmenting present essential infrastructures is transforming AI alone being an infrastructure, and societies may sooner or afterwards be trapped in different kinds of lock-ins, whether it is carbon lock-ins [8, 77] or lock-ins of dependencies or interdependencies from which there isn't a escape [67]. Falk & van Wynsberghe [22] observed which the terms ‘Sustainable AI’ and ‘Sustainability of AI’ are overused to this kind of an extent that numerous stakeholders are necessary to be reminded about the particular this means powering ‘AI for sustainability.’ Without acknowledging the value of making certain the sustainability of AI, the idea of ‘AI for sustainability’ is counterintuitive, and actions or attempts (no matter how arranged They're) in that route may possibly turn out counterproductive.
comprehend the idea of Sustainable Lifestyles and the prospective of collective impact of person actions.
We also encouraged the corporation to undertake a adjust management technique to foster the adoption of The brand new get more info instruments.
quite a few elements constrain our review. To start with, the scope of literature determined by the databases selected could Restrict comprehensiveness, as the exclusion of selected journals, conferences, or languages may well forget appropriate research in the sector. Next, whilst The mix of thematic cluster and BERTopic modeling gives a strong Evaluation, each strategy has inherent limitations in capturing the complexities of the sphere, most likely resulting in an oversimplification of some areas. Also, the subjective character of interpreting themes and subjects, even with Superior modeling procedures, could introduce biases or misinterpretations, underscoring the necessity for significant critique and validation by experts in the field.