Abstract Artificial Intelligence (AI) is a fast-changing technology that is having a profound impact on our society, from education to industry. Its applications cover a wide range of areas, such as medicine, military, engineering and research. The emergence of AI and Generative AI have significant potential to transform society, but they also raise concerns about transparency, privacy, ownership, fair use, reliability, and ethical considerations. The Generative AI adds complexity to the existing problems of AI due to its ability to create machine-generated data that is barely distinguishable from human-generated data. Bringing to the forefront the issue of responsible and fair use of AI. The security, safety and privacy implications are enormous, and the risks associated with inappropriate use of these technologies are real. Although some governments, such as the European Union and the United States, have begun to address the problem with recommendations and proposed regulations, it is probably not enough. Regulatory compliance should be seen as a starting point in a continuous process of improving the ethical procedures and privacy risk assessment of AI systems. The need to have a baseline to manage the process of creating an AI system even from an ethics and privacy perspective becomes progressively more important In this study, we discuss the ethical implications of these advances and propose a conceptual framework for the responsible, fair, and safe use of AI. © 2024 Copyright for this paper by its authors.
Publisher Details Copy BibTeX Download .bib
{"key"=>"Campanile202460", "type"=>"Conference paper", "bibtex"=>"@conference{Campanile202460,\n author = {Campanile, Lelio and De Fazio, Roberta and Di Giovanni, Michele and Marulli, Fiammetta},\n title = {Beyond the Hype: Toward a Concrete Adoption of the Fair and Responsible Use of AI},\n year = {2024},\n journal = {CEUR Workshop Proceedings},\n volume = {3762},\n pages = {60 – 65}\n}\n", "author"=>"Campanile, Lelio and De Fazio, Roberta and Di Giovanni, Michele and Marulli, Fiammetta", "author_array"=>[{"first"=>"Lelio", "last"=>"Campanile", "prefix"=>"", "suffix"=>""}, {"first"=>"Roberta", "last"=>"De Fazio", "prefix"=>"", "suffix"=>""}, {"first"=>"Michele", "last"=>"Di Giovanni", "prefix"=>"", "suffix"=>""}, {"first"=>"Fiammetta", "last"=>"Marulli", "prefix"=>"", "suffix"=>""}], "author_0_first"=>"Lelio", "author_0_last"=>"Campanile", "author_0_prefix"=>"", "author_0_suffix"=>"", "author_1_first"=>"Roberta", "author_1_last"=>"De Fazio", "author_1_prefix"=>"", "author_1_suffix"=>"", "author_2_first"=>"Michele", "author_2_last"=>"Di Giovanni", "author_2_prefix"=>"", "author_2_suffix"=>"", "author_3_first"=>"Fiammetta", "author_3_last"=>"Marulli", "author_3_prefix"=>"", "author_3_suffix"=>"", "title"=>"Beyond the Hype: Toward a Concrete Adoption of the Fair and Responsible Use of AI", "year"=>"2024", "journal"=>"CEUR Workshop Proceedings", "volume"=>"3762", "pages"=>"60 – 65", "url"=>"https://www.scopus.com/inward/record.uri?eid=2-s2.0-85205601768&partnerID=40&md5=99140624de79e37b370ed4cf816c24e7", "abstract"=>"Artificial Intelligence (AI) is a fast-changing technology that is having a profound impact on our society, from education to industry. Its applications cover a wide range of areas, such as medicine, military, engineering and research. The emergence of AI and Generative AI have significant potential to transform society, but they also raise concerns about transparency, privacy, ownership, fair use, reliability, and ethical considerations. The Generative AI adds complexity to the existing problems of AI due to its ability to create machine-generated data that is barely distinguishable from human-generated data. Bringing to the forefront the issue of responsible and fair use of AI. The security, safety and privacy implications are enormous, and the risks associated with inappropriate use of these technologies are real. Although some governments, such as the European Union and the United States, have begun to address the problem with recommendations and proposed regulations, it is probably not enough. Regulatory compliance should be seen as a starting point in a continuous process of improving the ethical procedures and privacy risk assessment of AI systems. The need to have a baseline to manage the process of creating an AI system even from an ethics and privacy perspective becomes progressively more important In this study, we discuss the ethical implications of these advances and propose a conceptual framework for the responsible, fair, and safe use of AI. © 2024 Copyright for this paper by its authors.", "author_keywords"=>"Artificial Intelligence; Ethical AI; Generative AI; Large Language Models", "keywords"=>"Generative adversarial networks; Artificial intelligence systems; Ethical artificial intelligence; Ethical considerations; European union; Existing problems; Fair use; Generative artificial intelligence; ITS applications; Language model; Large language model; Differential privacy", "publication_stage"=>"Final", "source"=>"Scopus", "note"=>"Cited by: 2"}