Sustainable ai: Environmental implications, challenges and opportunities

CJ Wu, R Raghavendra, U Gupta… - Proceedings of …, 2022 - proceedings.mlsys.org
This paper explores the environmental impact of the super-linear growth trends for AI from a
holistic perspective, spanning Data, Algorithms, and System Hardware. We characterize the …

Aligning artificial intelligence with climate change mitigation

LH Kaack, PL Donti, E Strubell, G Kamiya… - Nature Climate …, 2022 - nature.com
There is great interest in how the growth of artificial intelligence and machine learning may
affect global GHG emissions. However, such emissions impacts remain uncertain, owing in …

Artificial intelligence (AI) student assistants in the classroom: Designing chatbots to support student success

Y Chen, S Jensen, LJ Albert, S Gupta, T Lee - Information Systems …, 2023 - Springer
In higher education, low teacher-student ratios can make it difficult for students to receive
immediate and interactive help. Chatbots, increasingly used in various scenarios such as …

[HTML][HTML] Teachers' readiness and intention to teach artificial intelligence in schools

MA Ayanwale, IT Sanusi, OP Adelana… - … and Education: Artificial …, 2022 - Elsevier
The emergence of artificial intelligence (AI) as a subject to be incorporated into K-12
educational levels places new demand on relevant stakeholders, especially teachers that …

AI-employee collaboration and business performance: Integrating knowledge-based view, socio-technical systems and organisational socialisation framework

S Chowdhury, P Budhwar, PK Dey, S Joel-Edgar… - Journal of Business …, 2022 - Elsevier
The extant literature has outlined the significance of collaborative intelligence stemming
from effective partnership between artificial intelligence (AI) systems and human workers to …

“Everyone wants to do the model work, not the data work”: Data Cascades in High-Stakes AI

N Sambasivan, S Kapania, H Highfill… - proceedings of the …, 2021 - dl.acm.org
AI models are increasingly applied in high-stakes domains like health and conservation.
Data quality carries an elevated significance in high-stakes AI due to its heightened …

AI hyped? A horizon scan of discourse on artificial intelligence in education (AIED) and development

S Nemorin, A Vlachidis, HM Ayerakwa… - Learning, Media and …, 2023 - Taylor & Francis
The study seeks to understand how the AI ecosystem might be implicated in a form of
knowledge production which reifies particular kinds of epistemologies over others. Using …

Decolonial AI: Decolonial theory as sociotechnical foresight in artificial intelligence

S Mohamed, MT Png, W Isaac - Philosophy & Technology, 2020 - Springer
This paper explores the important role of critical science, and in particular of post-colonial
and decolonial theories, in understanding and sha** the ongoing advances in artificial …

Trustworthy AI: From principles to practices

B Li, P Qi, B Liu, S Di, J Liu, J Pei, J Yi… - ACM Computing Surveys, 2023 - dl.acm.org
The rapid development of Artificial Intelligence (AI) technology has enabled the deployment
of various systems based on it. However, many current AI systems are found vulnerable to …