This chapter investigates the dual impact of artificial intelligence (AI) on digital ecosystems, analyzing its transformative potential and emerging threats and opportunities, with a focus on European regulations (Digital Services Act, AI Act) and Italy’s national strategies. Through a legal-policy analysis, the study evaluates the efficacy of regulatory responses to AI-driven risks such as deepfakes, algorithmic bias, and disinformation, addressing three research questions: (1) How do current regulations address AI-generated threats? (2) Can proactive frameworks reconcile innovation with user protection? (3) What role does international cooperation play in harmonizing standards? The central hypothesis posits that mitigating risks requires harmonized legal safeguards, technical countermeasures, and global collaboration. Findings reveal that the Digital Services Act and AI Act establish critical mechanisms, including mandatory deepfake labeling and restrictions on high-risk AI systems. Italy’s alignment with EU priorities—through initiatives like the Italian Institute for Artificial Intelligence (AI4I) and independent fact-checking projects—demonstrates the importance of ethical AI development in preserving public trust, particularly in media and governance. However, gaps persist in cross-border enforcement and adaptive responses to evolving threats, such as real-time deepfake generation. The study underscores the urgency of strengthening public-private partnerships, standardized detection tools, and digital literacy programs.

The Rise of Artificial Intelligence: Threats and Opportunities

marco Marsili
Writing – Original Draft Preparation
2026

Abstract

This chapter investigates the dual impact of artificial intelligence (AI) on digital ecosystems, analyzing its transformative potential and emerging threats and opportunities, with a focus on European regulations (Digital Services Act, AI Act) and Italy’s national strategies. Through a legal-policy analysis, the study evaluates the efficacy of regulatory responses to AI-driven risks such as deepfakes, algorithmic bias, and disinformation, addressing three research questions: (1) How do current regulations address AI-generated threats? (2) Can proactive frameworks reconcile innovation with user protection? (3) What role does international cooperation play in harmonizing standards? The central hypothesis posits that mitigating risks requires harmonized legal safeguards, technical countermeasures, and global collaboration. Findings reveal that the Digital Services Act and AI Act establish critical mechanisms, including mandatory deepfake labeling and restrictions on high-risk AI systems. Italy’s alignment with EU priorities—through initiatives like the Italian Institute for Artificial Intelligence (AI4I) and independent fact-checking projects—demonstrates the importance of ethical AI development in preserving public trust, particularly in media and governance. However, gaps persist in cross-border enforcement and adaptive responses to evolving threats, such as real-time deepfake generation. The study underscores the urgency of strengthening public-private partnerships, standardized detection tools, and digital literacy programs.
2026
Digital Europe in Times of Challenges. The Role of the European Union Presidency in Shaping Security and Technological Sovereignty
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10278/5127468
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