Compliance and Regulations for Generative AI: A Practical Course Review
There are courses and there are great courses. There are lots of courses on AI Ethics and Governance that tell you why it’s essential, but few that show you how to get started with practical Steps. This e-learning course on ‘Compliance and regulations for generative AI’ stands out for just that. There are many practical steps that practitioners in organisations can take away.
Highly Recommended!!!
Some golden nuggets from the course
A. Ethics vs. Regulations: Regulations are the mandatory frameworks we must comply with, but ethics is about going beyond what’s required, because we genuinely care about the impact on society.
B. Stakeholders in AI Governance: It’s crucial to know who’s involved. Typically, your data governance team, compliance officers, and AI ethics committees are all part of the equation.
C. A Snapshot of Global Regulations: Different countries are at different stages. The European Union is often seen as the gold standard for its classifications of high-, limited-, and unacceptable-risk AI applications.
D. Analysing Your Company’s AI Footprint: When you’re assessing your own organisation, consider the geographic impact, the relevant regulations, and the types of AI activities you’re undertaking. There’s a handy list of steps 1-10 in the course.
1. Create an inventory of Gen AI Projects
2. Pre-Analyse potential risks for a given project
3. Explore all applicable regulations
4. Identify all external stakeholders
5. Map the use case with the AI Act’s levels of risk
6. Analyse your tech stack and providers
7. Explore and test responsible AI Toolkits
8. Reflect on potential geographic expansions
9. Prepare internal training activities for AI topics
10. Keep iterating to evolve your gen AI compliance
Useful Free Resources:
Lastly, I’d recommend checking out free resources like the Data Protection Heatmap (courtesy of DLA Piper), which is a fantastic starting point for anyone looking to build their own compliance and regulation policy. More resources on conversation points with tech, data, compliance & leadership teams.
In a nutshell, if you’re navigating the intersection of AI, ethics, and global regulations, this course and the resources around it are a game-changer.
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