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Duration 14 hours
Course Outline
Foundations of Ethics in Autonomous Systems
- Defining the concept of autonomy within AI agents
- Applying key ethical theories to machine behavior
- Considering stakeholder perspectives and value-sensitive design
Societal Risks and High-Stakes Use Cases
- The role of autonomous agents in public safety, health, and defense
- Exploring Human-AI collaboration and establishing trust boundaries
- Examining scenarios of unintended consequences and risk amplification
Legal and Regulatory Landscape
- Reviewing AI legislation and policy trends (including the EU AI Act, NIST, and OECD)
- Discussing accountability, liability, and the legal personhood of AI agents
- Identifying global governance initiatives and existing gaps
Explainability and Decision Transparency
- Addressing the challenges posed by black-box autonomous decision making
- Designing for explainable and auditable agents
- Utilizing transparency tools and frameworks (e.g., model cards, datasheets)
Alignment, Control, and Moral Responsibility
- Implementing AI alignment strategies for agent behavior
- Comparing human-in-the-loop versus human-on-the-loop control paradigms
- Distributing shared responsibility among designers, users, and institutions
Ethical Risk Assessment and Mitigation
- Conducting risk mapping and critical failure analysis in agent design
- Implementing safeguards and off-switch mechanisms
- Performing bias, discrimination, and fairness auditing
Governance Design and Institutional Oversight
- Establishing principles of responsible AI governance
- Developing multistakeholder oversight models and conducting audits
- Creating compliance frameworks tailored for autonomous agents
Summary and Next Steps
Requirements
- A solid understanding of AI systems and machine learning fundamentals.
- Familiarity with autonomous agents and their practical applications.
- Knowledge of ethical and legal frameworks within technology policy.
Target Audience
- AI ethicists
- Policy makers and regulators
- Advanced AI practitioners and researchers
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 3200 € + VAT*
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