ISO 8800, the latest international standard for AV safety, establishes a comprehensive approach to validating and verifying autonomous systems across various operational domains. This presentation will explore the key principles of ISO 8800, its impact on AV development, and how manufacturers, suppliers, and regulators can align with its guidelines to foster safer and more reliable autonomous mobility. Through real-world examples and technical insights, we will delve into how ISO 8800 defines best practices for system design, risk assessment, and validation methodologies. Attendees will gain a deeper understanding of how this standard influences the industry’s approach to AI-driven decision-making, functional safety, and cybersecurity within AV ecosystems.

In this talk, you will:

• Learn more about the core principles and requirements outlined in ISO 8800 and how they apply to AV safety and performance validation
• Discover practical approaches for integrating ISO 8800 into AV development processes, addressing compliance hurdles, and optimizing safety assurance
• Explore how ISO 8800 influences global regulatory landscapes and its role in shaping the future of autonomous vehicle deployment

• What are the challenges to step from fail-safe to fail-operational architectures as a foundation of ML systems in HAD?
• What do we still need to do to achieve functional safety for deep learning algorithms?
• What solutions could be applied to address challenges in simulation, testing & validation of AI & sensor fusion systems?
• What methods should we use to test and validate synthetic data for real world environments?
• How to address the interpretability and transparency challenges of machine learning models to ensure compliance with functional safety standards?