Overview
The safety of vehicle functions is now a high priority in the established development processes within the automotive industry. However, the use of Artificial Intelligence (AI) in safety-critical applications is associated with many challenges. The approach established in classical systems for building a safety argumentation is not directly transferable with AI technologies.
This certification training first introduces participants to the basics of artificial intelligence and then shows how the already established automotive standards like ISO 26262, and ISO 21448 can be supplemented with the extended frameworks and standards specifically for responsible and safe artificial intelligence, including but not limited to, ISO/PAS 8800, ISO/DTS 5083, ISO/IEC 42001, and ISO/IEC TR 5469.
Details
- Introduction to the topic of responsible and safe artificial intelligence in automotive applications through ISO/PAS 8800 and related industry-agnostic standards and best practices as an extension of existing ISO 26262 (Functional Safety) and ISO 21448 (Safety of the Intended Functionality – SOTIF) standards
- Personal certification – final examination to become an AISP (Artificial Intelligence Safety Professional)
Agenda
Below you will find a tentative schedule for this training course.
DAY 1:
- AI Introduction and Background
- AI in Automotive Applications
- AI Standards and Regulations
- Overview of AI standards and regulations
- Integrated approach for responsible AI and AI safety in automotive
- Industry-agnostic AI standards
- ISO/IEC 42001:2023
- ISO/IEC 23053:2022
- ISO/IEC TR 5469:2024
DAY 2:
- Automotive-specific safety standards for AI
- ISO 26262:2018
- ISO 21448:2022
- Road Vehicles AI Safety – ISO 8800:2024
- Scope and Definitions
- Clause 7: AI Safety Management
- Clause 8: Assurance Arguments
- Clause 11: Data-related considerations
- Clause 9: Derivation of AI safety requirements
DAY 3:
- Road Vehicles AI Safety – ISO 8800:2024 (contd.)
- Clause 10: Selection of AI technologies, architectural and development measures
- Clause 12: V&V of AI systems
- Clause 13: Safety Analysis of AI systems
- Clause 14: Measures during operation
- Clause 15: Confidence in use of AI development frameworks and software tools used for AI model development
- Overview: ISO/TR 4804 and upcoming ISO/DTS 5083 for ADS Safety
- Live Q&A
- Optional AISP Certificate Exam