A systematic review of artificial intelligence impact assessments

Stahl, Bernd Carsten; Antoniou, Josephina; Bhalla, Nitika; Brooks, Laurence; Jansen, Philip; Lindqvist, Blerta; Кириченко, А. М.; Marchal, Samuel; Rodrigues, Rowena; Santiago, Nicole; Warso, Zuzanna; Wright, David

doi:10.1007/s10462-023-10420-8

Cited by 47 publications

(4 citation statements)

References 54 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Over the decades, the field of AI has seen significant milestones and technological achievements [8,9,12,13]. AI researchers made significant advances in natural language processing and knowledge representation in the 1960s and 1970s, establishing the framework for language-based AI systems.…”

Section: Key Milestones In Ai Research and Technological Advancementsmentioning

confidence: 99%

AI: the future of humanity

Rawas

2024

Discov Artif Intell

View full text Add to dashboard Cite

Artificial intelligence (AI) is reshaping humanity's future, and this manuscript provides a comprehensive exploration of its implications, applications, challenges, and opportunities. The revolutionary potential of AI is investigated across numerous sectors, with a focus on addressing global concerns. The influence of AI on areas such as healthcare, transportation, banking, and education is revealed through historical insights and conversations on different AI systems. Ethical considerations and the significance of responsible AI development are addressed. Furthermore, this study investigates AI's involvement in addressing global issues such as climate change, public health, and social justice. This paper serves as a resource for policymakers, researchers, and practitioners understanding the complex link between AI and humans.

show abstract

Section: Key Milestones In Ai Research and Technological Advancementsmentioning

confidence: 99%

AI: the future of humanity

Rawas

2024

Discov Artif Intell

View full text Add to dashboard Cite

show abstract

“…In the article by Bernd Karsten Stahl, Josephine Antoniou and others "Systematic Review of Assessments of the Impact of Artificial Intelligence", the authors describe the methodology and conduct a review of assessments of the impact of the application of artificial intelligence on the development of society, and also describe the basic process of implementing artificial intelligence technologies, which can be used by regulators and external observers as a critical criterion for evaluating the approaches of the organization of intelligent technologies [3].…”

Section: Analysis Of Recent Research and Publicationsmentioning

confidence: 99%

Methods of Assessing the Level of Application of Intellectual Technologies in the Country’s Economy

Товстик,

Іванов

2024

VEN

View full text Add to dashboard Cite

The article systematizes methods for assessing the level of application of intelligent technologies in the country’s economy, which is an important task that allows determining the degree of use of innovative solutions in the business sphere and increasing the country’s competitiveness in the global world. The classification of indicators for the assessment of intellectual potential has been carried out. Various evaluation methods are considered, including analysis of economic indicators, surveys of business and population, measurement of the relative importance of markets and the amount of investments in the development of intelligent technologies. International ratings that evaluate human capital have been determined. The basic levels of assessment of intellectual potential are considered. The positive aspects of the application of intelligent technologies in the creation of new markets and business models, which are able to ensure the growth of the economy and the development of society as a whole, have been established. The main purposes and tasks of intelligent technologies are defined, which is characterized by understanding the state of the economy and determining the strategy of its development. Scientific works on the assessment of the level of application of artificial intelligence (AI) and machine learning (ML) in the economy and the use of methods for measuring the impact of AI and ML on productivity, reducing costs and improving the quality of work in business have been studied. It is emphasized that the assessment of the level of application of intelligent technologies in the country’s economy is a complex process that requires the involvement of a large amount of various data and its analysis using modern methods of information technology, however, with a thorough assessment, it allows to identify the weak points of the economy and provide recommendations for their improvements, which helps increase the efficiency of the intelligent technologies and ensures the economic growth of the country, reducing costs and improving the quality of business operations.

show abstract

“…For instance, AI can automate the generation of diverse, complex questions that assess higher-order cognitive skills, thereby reducing the manual workload for educators (Bridgeman et al, 2023;Gierl & Lai, 2013). Also, AI can be used to personalise assessments based on individual students' needs and progress, thus facilitating differentiated instruction and personalised learning (Vandewaetere et al, 2011;Stahl, 2023). Chatbot technology can also be seamlessly incorporated into assessment activities.…”

Section: The Promising Edge: Advantages Of Ai Chatbotsmentioning

confidence: 99%

Rethinking online assessment strategies: Authenticity versus AI chatbot intervention

2023

JALT

View full text Add to dashboard Cite

As artificial intelligence (AI) and chatbot technologies like ChatGPT continue to evolve, educators grapple with the risks and benefits these advances bring to online assessment. The democratisation of AI-based technologies, while offering personalised learning experiences, threatens online assessment legitimacy and academic integrity. This paper critically examines the intersection of AI chatbots and online assessments, in the context of their impact on the design of authentic online assessments. The widespread usage of AI chatbots has caused serious problems for the validity of online tests because of the possibility of student abuse. This underlines the need for 'authentic assessments' that concentrate on higher-order cognitive skills, problem-solving, creative thinking, and collaborative talents and calls for a reevaluation of conventional assessment methods. These types of assessments not only align with the evolving pedagogical needs of the 21st century but also present tasks that are significantly challenging for AI chatbots to replicate, thereby preserving their integrity. Conversely, the paper also explores how AI can facilitate the assessment process by automating certain tasks, providing personalised learning experiences, and supporting collaborative assessments. The era of AI chatbots presents an opportunity to rethink and enhance online assessments, making them more authentic, meaningful, and resistant to AI-assisted malpractice.

show abstract

A systematic review of artificial intelligence impact assessments

Cited by 47 publications

References 54 publications

AI: the future of humanity

AI: the future of humanity

Methods of Assessing the Level of Application of Intellectual Technologies in the Country’s Economy

Rethinking online assessment strategies: Authenticity versus AI chatbot intervention

Contact Info

Product

Resources

About