This isn’t just a curriculum. It’s an integrated, values-driven Literacy Model that forms the substantive guardrails of Responsible AI - something no other platform offers at this depth or scale.
Level 100: From the foundations of how AI works,
Level 200: To how the data that powers it must be protected,
Level 300: To the ethical AI frameworks that shape responsible decision-making,
Level 400: And finally, to the universal human rights that turn ethical ideals into legal obligations.
Our model is informed by global governance frameworks like UNESCO’s AI Ethics Framework, the OECD AI Principles framework, and the UN’s Universal Declaration of Human Rights framework.
And this model is the foundation of every Responsible AI Learning Package we deliver.
Responsible AI Literacy Level & Certificate:
AI & GenAI Fundamentals
Skills You’ll Build:
Learn how AI, machine learning, and GenAI systems actually work - so you can engage critically, not passively.
Courses You’ll Complete:
Responsible AI Literacy Level & Certificate:
Data Privacy & Security Fundamentals
Skills You’ll Build:
Understand how data powers AI - and why protecting it is essential but not enough. Data Privacy is the gateway to ethical AI use.
Courses You’ll Complete:
Responsible AI Literacy Level & Certificate:
AI Ethics & GenAI Ethics Fundamentals
Skills You’ll Build:
Explore fairness, accountability, and transparency - and why ethical AI frameworks alone aren’t enforceable.
Courses You’ll Complete:
Responsible AI Literacy Level & Certificate:
Human Rights & AI Governance Fundamentals
Skills You’ll Build:
Learn how Responsible AI is anchored in human rights - the universal, enforceable foundation for global AI standards.
Courses You’ll Complete:
The Skills4Good 4-Level Responsible AI Literacy Model delivers more than skills - it delivers clarity, accountability, and global alignment.
To achieve full certification in Responsible AI Literacy, participants must complete all four levels. Each level builds on the last and cannot be skipped.
Comprehensive learning is available through the Professional Membership, the Certified Responsible AI Leader (CRAI-L) and the Certified Responsible AI Facilitator (CRAI-F), which provide full access to the entire Responsible AI curriculum.
Every level includes:
• Bite-sized lessons you can complete in just 10 minutes a day
• Scenario-based quizzes to build curiosity, critical thinking, and ethical judgment
• Global frameworks applied in local settings through community engagement for real-world impact
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