AI Act and Large Language Models (LLMs): When critical issues and privacy impact require human and ethical oversight
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Abstract (arXiv)
The imposing evolution of artificial intelligence systems and, specifically, of Large Language Models (LLM) makes it necessary to carry out assessments of their level of risk and the impact they may have in the area of privacy, personal data protection and at an ethical level, especially on the weakest and most vulnerable. This contribution addresses human oversight, ethical oversight, and privacy impact assessment.
Key facts. Cited by 6 papers in the map (data through 14 Oct 2026). Builds on 3 of its 31 references that are in the map. First posted on arXiv 31 Mar 2024.
Builds on
3 of 31 references.
References · 3
- 2021On the Opportunities and Risks of Foundation Modelscited by 4,033
- 2024Large Legal Fictions: Profiling Legal Hallucinations in Large Language Modelscited by 150
- 2023The Foundation Model Transparency Indexcited by 66
Built on by
Citing papers per year: 2025: 5; 2026: 1.
6 papers.
- 2025Policy-as-Prompt: Turning AI Governance Rules into Guardrails for AI Agentscited by 14
- 2025AI and Human Oversight: A Risk-Based Framework for Alignmentcited by 4
- 2025Analyzing User Perceptions of Large Language Models (LLMs) on Reddit: Sentiment and Topic Modeling of ChatGPT and DeepSeek Discussionscited by 1
- 2026The AI Legal Specialist: A Juridically Autonomous Professional Profile for AI Governancecited by 1
- 2025LLM Agents at the Roundtable: A Multi-Perspective and Dialectical Reasoning Framework for Essay Scoringcited by 0
- 2025The SMART+ Framework for AI Systemscited by 0
- 2026The AI Legal Specialist: A Juridically Autonomous Professional Profile for AI Governance7 May 2026
- 2025The SMART+ Framework for AI Systems9 Dec 2025
- 2025AI and Human Oversight: A Risk-Based Framework for Alignment10 Oct 2025
- 2025Policy-as-Prompt: Turning AI Governance Rules into Guardrails for AI Agents28 Sep 2025
- 2025LLM Agents at the Roundtable: A Multi-Perspective and Dialectical Reasoning Framework for Essay Scoring18 Sep 2025
- 2025Analyzing User Perceptions of Large Language Models (LLMs) on Reddit: Sentiment and Topic Modeling of ChatGPT and DeepSeek Discussions22 Feb 2025