Ethical AI in 6G Networks: A Framework for Responsible Deployment
Prof. Virginia Dignum, Dr. Luciano Floridi
Umea University / Oxford Internet Institute
Abstract
This paper proposes a comprehensive framework for ethical AI deployment in 6G telecommunications networks. We identify seven ethical principles — fairness, transparency, privacy, safety, accountability, sustainability, and inclusivity — and translate each into concrete technical requirements and assessment metrics. The framework includes a maturity model for operators and provides guidance for regulators developing AI governance policies for critical telecommunications infrastructure.
AI Summary
- Seven ethical principles translated into technical requirements for 6G AI systems.
- Maturity model for operators to assess their ethical AI readiness.
- Guidance for regulators developing AI governance for telecom infrastructure.
- Addresses fairness, transparency, privacy, safety, accountability, sustainability, inclusivity.
Key Findings
- 1Current AI deployments in telecom lack formal ethical assessment in 80% of cases.
- 2Fairness in network resource allocation has measurable impact on digital equity.
- 3Transparency requirements differ significantly between consumer and enterprise AI applications.
Industry Implications
Regulators will likely mandate ethical AI assessments for 6G network operations.
Operators should begin building ethical AI capabilities now.
Standardization bodies should incorporate ethical requirements into 6G specifications.
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