# Tackling problems, harvesting benefits -- A systematic review of the regulatory debate around AI ## Overview **Authors:** Anja Folberth, Jutta Jahnel, Jascha Bareis, Carsten Orwat, Christian Wadephul **Publication Date:** 7 September 2022 **Link:** **Keywords:** AI regulation, AI governance, systematic literature review, risk-based regulation, principle-based regulation, societal risks and harms, regulatory responsibility, policy frameworks, standard-setting, European AI regulation **Type:** Peer-Reviewed Journals/White Papers ## Summary This article examines the academic debate surrounding the regulation of artificial intelligence (AI), analyzing how AI is integrated into societal structures and operations. Drawing from 73 peer-reviewed journal articles published between 2016 and 2020, the study explores key themes, including societal risks and harms, regulatory responsibilities, and potential policy frameworks such as risk-based and principle-based approaches. Various regulatory interventions—such as bans, approvals, standard-setting, and disclosure—are discussed, highlighting the complexity and evolving nature of AI governance. By systematically analyzing the discourse on AI regulation, the study provides both empirical and conceptual insights, offering a comparative analysis of scientific proposals and the European AI regulation, identifying its strengths and weaknesses. --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://library.xrguild.org/ai-ethics/tackling-problems-harvesting-benefits-a-systematic-review-of-the-regulatory-debate-around-ai.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.