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Designing Beyond Average: Human Variability in the Age of AI with Douglas M Katz
26th April 2026 • AIBiZ • Avik Chakraborty
00:00:00 00:25:23

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What if the real problem isn’t people—but the way we design for them? In this episode of AIIZ, hosted by Archita, we explore how design often fails real human complexity—and what needs to change.

This conversation is for creators, founders, and anyone who’s ever felt like systems weren’t built with them in mind. Douglas M Katz shares how shifting from “average user” thinking to human variability can unlock more inclusive—and ultimately better—innovation.

About the Guest:

Douglas M Katz is a West Point graduate, disabled Army veteran, and inventor of the Ability Curve model, focused on rethinking how we design for real human capability.

Episode Chapter:

00:00 Rethinking the “average user”

03:40 Designing from lived experience

07:15 The illusion of ability vs disability

11:30 Why most products fail real people

16:20 AI and adaptive design opportunity

21:10 Market gaps and innovation barriers

26:45 A message for those feeling excluded

Key Takeaways:

  • The “average user” is a flawed assumption
  • Ability is task-based, not identity-based
  • Inclusive design improves outcomes for everyone
  • Most people experience limitations across life stages
  • AI can personalize and reduce friction in design

How to Connect With the Guest:

https://linktr.ee/dougkatz

Instagram | YouTube | LinkedIn

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