Artificial intelligence: the CNIL opens a consultation on the creation of learning databases

Summary:

Title: CNIL Publishes First Practical Guides on Constitution of Training Databases for Artificial Intelligence Systems

Overview:
The French National Commission for Informatics and Liberty (CNIL) has released its first practical guides on the constitution of training databases for artificial intelligence systems. These guides aim to assist professionals in balancing innovation with respect for human rights while developing AI systems.

Background:
The growing use of AI systems in various industries has raised concerns about the potential risks and consequences of their development and deployment. The CNIL has taken steps to address these concerns by publishing these practical guides, which provide advice and best practices for collecting and processing personal data in the context of AI.

Content:
The guides address several key areas related to the constitution of training databases for AI systems, including:

1. Data collection and processing: The guides provide recommendations on how to collect personal data in a transparent and secure manner, while ensuring that individuals are informed and informed consent is obtained.
2. Data quality and accuracy: The guides emphasize the importance of ensuring the quality and accuracy of personal data, including data cleansing and data processing.
3. Data protection: The guides provide guidance on the application of the General Data Protection Regulation (GDPR) and the French Data Protection Act to AI-related data processing.
4. Transparency and explainability: The guides recommend providing users with clear and understandable information about the AI system’s decision-making processes and the data used to train it.

Practical Applications:
The practical guides provide concrete examples and scenarios to illustrate the importance of balancing innovation with respect for human rights in the development of AI systems. The guides also offer practical advice and best practices for professionals working in the field of AI.

Public Consultation:
The CNIL invites public consultation on these practical guides until November 16, 2023. The consultation aims to gather feedback and suggestions from stakeholders, experts, and the public to improve the guides and ensure they meet the needs of professionals working in the field of AI.

Conclusion:
The CNIL’s practical guides on the constitution of training databases for AI systems offer valuable insights and advice for professionals seeking to balance innovation with respect for human rights. The guides are an important step in promoting responsible AI development and deployment, and the public consultation provides an opportunity for stakeholders to contribute to the development of these guidelines.