ChaptersEventsBlog
We're exploring how organizations adapt IAM to AI. Take the AI Identity and Risk Readiness Survey by September 5 →

Download Publication

Principles to Practice: Responsible AI in a Dynamic Regulatory Environment
Principles to Practice: Responsible AI in a Dynamic Regulatory Environment
Who it's for:
  • C-Suite
  • Cloud security and AI professionals
  • Compliance managers

Principles to Practice: Responsible AI in a Dynamic Regulatory Environment

Release Date: 05/05/2024

Working Group: AI Safety Initiative

Artificial Intelligence (AI) innovation is not expected to slow down any time soon, as the big tech giants plan to invest hundreds of billions of dollars into this new technology. The current legal and regulatory landscape is struggling to keep pace. Existing regulations like GDPR and CCPA/CPRA provide a foundation for data privacy, but don't offer specific guidance for the unique challenges and risks of AI.

This publication by the CSA AI Governance & Compliance Working Group provides an overview of existing regulations and their impact on AI development, deployment, and usage, as well as  challenges and opportunities surrounding the development of new AI legislation. It equips individuals and organizations with the knowledge they need to navigate the rapidly changing requirements for responsible AI across regional, national, and international levels.

Key Takeaways: 
  • How existing laws and regulations relate to AI, including GDPR, CCPA, CPRA, and HIPAA
  • The impact of AI hallucinations on data privacy, security, and ethics
  • The impact of anti-discrimination laws and regulations on AI
  • An overview of emerging AI regulations
  • Considerations relating to AI ethics, liability, and intellectual property
  • A summary of technical best practices for implementing responsible AI
  • How to approach the continuous monitoring of AI

The other two publications in this series discuss core AI security responsibilities and a benchmarking model for AI resilience. By outlining recommendations across these key areas of security and compliance in 3 targeted publications, this series guides enterprises to fulfill their obligations for responsible and secure AI development and deployment.
Download this Resource

Bookmark
Share
Related resources
Agentic AI Identity and Access Management: A New Approach
Agentic AI Identity and Access Management: A Ne...
Secure Agentic System Design: A Trait-Based Approach
Secure Agentic System Design: A Trait-Based App...
Healthcare Confidential Computing and the Trusted Execution Environment
Healthcare Confidential Computing and the Trust...
Vulnerability Management Needs Agentic AI for Scale and Humans for Sense
Vulnerability Management Needs Agentic AI for Scale and Humans for ...
Published: 08/22/2025
Announcing the AI Controls Matrix and ISO/IEC 42001 Mapping — and the Roadmap to STAR for AI 42001
Announcing the AI Controls Matrix and ISO/IEC 42001 Mapping — and t...
Published: 08/20/2025
Securing the Agentic AI Control Plane: Announcing the MCP Security Resource Center
Securing the Agentic AI Control Plane: Announcing the MCP Security ...
Published: 08/20/2025
The Definitive Catch-Up Guide to Agentic AI Authentication
The Definitive Catch-Up Guide to Agentic AI Authentication
Published: 08/18/2025
Cloudbytes Webinar Series
Cloudbytes Webinar Series
January 1 | Virtual
Are you a research volunteer? Request to have your profile displayed on the website here.

Interested in helping develop research with CSA?

Related Certificates & Training