Introducing The Responsible AI Audit™ Brief
By: Josephine Yam, J.D., LLM., MA Phil (AI Ethics)
February 18, 2026. Read in browser.
Most professionals using AI today have basic AI awareness. Fewer have a structured way to verify what AI produces before relying on it.
Our AI Academy members are building a strong foundation in Responsible AI Literacy. They understand privacy, bias, transparency, and human oversight.
That foundation matters. Every professional should begin by understanding what Responsible AI principles are and why they matter.
But they quickly ask a harder question: “How do I apply this to the AI output sitting on my desk right now?”
That's the shift from Responsible AI Literacy to Responsible AI Audit: moving from the “what” and “why” to the “how”. From understanding AI principles to managing AI risk.
Responsible AI Audit™ is AI risk management. It’s applying critical thinking and systematic guardrails to evaluate AI outputs before you rely on them professionally.
Starting next Tuesday, you'll receive The Responsible AI Audit™ Brief — a 3-minute audit of AI use in professional practice. It’s powered by our 4-Level Responsible AI Literacy = AI Skills + Human Skills™ Framework.
Each issue involves one professional making a realistic AI-assisted decision. The scenario is specific, and the mistake is subtle. The 3-Minute Responsible AI Audit™ that follows is something you can do on your own work before closing the email.
No AI theory. No technical AI jargon. No commentary on the latest AI model release. Just a structured overview of where AI poses professional risks and what the Responsible AI Audit™ uncovers.
The aim is to make Responsible AI Audit™ a regular part of your professional workflow — not an afterthought.
Next Tuesday, you will run your first 3-minute Responsible AI Audit™.
If you work with colleagues who use AI to help create their deliverables, forward this to them.
Until next week,
Josephine
Josephine Yam, JD, LLM, MA Phil (AI Ethics)
CEO & Co-Founder, Skills4Good AI
AI Lawyer | AI Ethicist | TEDx Speaker
P.S. The Responsible AI Audit™ Standard is the structured application layer built on Responsible AI Literacy.
The full methodology is taught through Responsible AI Audit™ CPD courses for professionals integrating AI into their daily workflows.
See CPD Courses Here