Inclusive AI- part 2

47 minutes- In this session part 2, we trialed a new format (the Flipped Masterclass). Based on the feedback, this will become default in 2026 going forward! More fun to learn (more fun to facilitate), more applied learning and reflection.

See Part 1 here…

Two primer videos for this session:

VIDEO 1 (11 min)
https://www.dropbox.com/scl/fi/9qc232zenfbcmct57a649/Inclusive-AI-Flipped-part-1.mp4?rlkey=k1j17717hec94vlyp6ursc1a8&dl=0
VIDEO 2  (17 min)
 https://www.dropbox.com/scl/fi/e2ug3acoeyzqf0ldr81d9/Inclusive-AI-Flipped-part-2.mp4?rlkey=7wmu53rzp4jbexicws2cje801&dl=0

 

part 2: Inclusive AI Masterclass_Flipped

From recruitment tools to chatbots and city services, AI is shaping decisions that affect people’s lives. When built without care, these systems can exclude, harm, or misrepresent. But it doesn’t have to be this way.

If you’re building AI-powered products or services—this masterclass is for you.

AI can reflect bias, or it can challenge it. This masterclass is for teams building AI-powered products and services who want to do better. You’ll learn practical methods to design for inclusion from the start, avoid harm, and challenge biased systems.

Through real-world examples, discussion, and guided activities, we’ll unpack what it means to build inclusive, human-centered AI (HCAI). This session is hands-on, collaborative, and focused on skills you can apply right away—across teams, tools, and workflows.

Topics We’ll Cover in this Inclusive AI Masterclass

  • What Inclusive AI means: definitions, tensions, and opportunities
  • Bias in AI: where it comes from and how it shows up
  • Inclusive data practices (collection, labelling, and audit points)
  • Ethical frameworks vs. lived experience insights
  • Designing for edge cases and “extreme” users
  • Inclusion prompts for model training and prompt engineering
  • Techniques to co-design with underrepresented groups

About Monthly MasterClasses:

These monthly meet-ups are topic-driven live events with an informal presentation by Frank Spillers and group activities and discussions. Monthly MasterClasses are included as part of your membership. They allow a deep dive into important UX topics, with insights drawn from process best practices and case studies from Frank’s two decades in the field.

How to access this masterclass…

  • Open Circle: FREE (Get it FREE>> Join Open Circle)
  • Inner Circle: Included in your $99 a month Inner Circle membership (50% discount available) for all events plus Digital Library 250+ videos, mentoring, hands-on workshops and more…


Apply to start your membership at $99 or 50% Discount

for student/non-profit or Global South

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Anyone can get courses on UX and Service Design today. However, you need quality support as you learn UX & Service Design skills, grow your team, or refine your UX process. Getting expert UX mentoring and training is critical to staying resilient, maintaining your professional skills, and adapting to today's complexity. The truth? We must update, refine, and advance our UX and Service Design skills. And quality UX training and mentoring is expensive. Not anymore.
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Frank Spillers, MS

 

As an industry veteran, CEO of a leading UX consultancy, and popular UX course Instructor at the Interaction Design Foundation, Frank Spillers, MS, welcomes you to join a professional community with UX mentoring and training to help you improve your team, process, skills, and UX expertise. All for a small monthly fee. His UX Inner Circle offers some of the best UX mentoring and training opportunities. Who attends the UXIC?