The International Organization for Standardization (ISO) is an independent, non-governmental international organization that develops and publishes standards. ISO 24102:2017 is one such standard that focuses on the field of artificial intelligence (AI). It provides guidelines for the automation of systems incorporating AI components, including machine learning techniques.
Understanding the Scope
The scope of ISO 24102:2017 is to provide guidance on the evaluation and management of AI-based systems throughout their lifecycle. This includes requirements for AI system design, development, operation, and maintenance processes. The standard aims to ensure safe and reliable AI-based systems are deployed in various industries and sectors.
Key Requirements of ISO 24102:2017
To adhere to the ISO 24102:2017 standard, organizations must take several key requirements into account. These include understanding the limitations and capabilities of the AI technologies utilized, ensuring transparency and explainability of AI algorithms, managing potential biases in data, securing privacy and security, and ensuring robustness and reliability of the AI systems.
The Importance of ISO 24102:2017
ISO 24102:2017 plays a crucial role in promoting trust and confidence in AI-based systems. It helps organizations mitigate risks associated with AI deployments and ensures these systems align with ethical and legal considerations. By adhering to this standard, organizations can foster innovation while maintaining accountability and societal well-being.
Nina She