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Home » Human Variability Is The Philosophy Behind Accessibility 2.0

Human Variability Is The Philosophy Behind Accessibility 2.0

By News RoomJuly 9, 2026No Comments7 Mins Read
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Some stories stay with you long after you’ve watched them.

That was my reaction to Apple’s No Frame Missed video, shortlisted at the 2026 Cannes Lions International Festival of Creativity. At first glance, it is a story about the iPhone’s Action Mode helping people living with Parkinson’s disease capture steadier videos. The more I thought about it, however, the more it became clear that the technology is only part of the story. The deeper lesson is the human understanding that made it possible. Behind every meaningful innovation is someone who took the time to understand a human experience that many of us will never personally know.

The campaign reminded me of a conversation I began in my previous Forbes article on Accessibility 2.0, where I suggested that accessibility is evolving beyond compliance and accommodation to become a catalyst for innovation, leadership, and business value. After that article was published, I kept returning to one simple question.

Why has accessibility consistently produced innovations that extend well beyond the communities they were originally designed to serve?

History offers countless examples. Closed captions are now used in airports, sports bars, offices, and fitness centers. Voice interaction has become second nature to millions of people. Predictive text helps billions communicate more efficiently every day. Features originally developed to address specific accessibility needs have repeatedly become better experiences for everyone.

That pattern is hardly accidental. It suggests that accessibility has been teaching us something much larger all along.

Looking Beyond Accessibility

Over the past several months, I found myself exploring that question through conversations with leaders I deeply respect, including Frances West and, around Global Accessibility Awareness Day, Joe Devon and Jennison Asuncion. Although each brought a different perspective shaped by decades of leadership in accessibility, I noticed a common thread. Our conversations increasingly extended beyond compliance, standards, and implementation. We kept returning to leadership, innovation, artificial intelligence, personalization, and how organizations might better understand the people they serve.

One conversation in particular stayed with me. West has long challenged leaders to think about inclusion not simply as a social responsibility, but as a driver of organizational transformation. In describing her Authentic Inclusion™ framework, she writes, “What makes you human makes you innovative.” That simple statement resonated because it captured the idea I had been circling. Accessibility has never been solely about accommodating differences. At its best, it challenges us to understand people deeply enough to create better experiences for everyone.

My conversations with Devon and Asuncion reinforced that perspective from a different angle. As we discussed artificial intelligence and digital accessibility, Joe spoke about AI’s ability to embed accessibility earlier in the development process rather than treating it as a final checkpoint. Jennison emphasized the importance of AI literacy while reminding us that people with disabilities cannot be left behind as these technologies become part of everyday life.

Different conversations. Different perspectives. Yet they all left me thinking about the same thing.

None of us suggested that the work of accessibility is complete. Far from it. We still have a long way to go before accessibility features become consistently available, thoughtfully designed, and fully embraced across mainstream products, services, workplaces, and digital experiences. Millions of people continue to encounter barriers that should no longer exist. Yet the advocacy, standards, engineering, digital accessibility, and lived experiences that have shaped the accessibility movement remain just as important today as they were decades ago.

That is why I see Accessibility 2.0 as an evolution rather than a departure. It does not replace the foundation that brought us here. It builds on it.

Human Variability

As I looked back across my Forbes writing over the past twenty months, I realized I had been circling the same idea without quite having the language to describe it. I had not been writing about different subjects at all. I had been writing toward a single idea.

Whether I was writing about hearing, noise, retail, artificial intelligence, or accessibility, I kept coming back to the same place, I was trying to understand people.

More specifically, I was trying to understand something many of us experience throughout our lives. I came to think of it as Human Variability: the reality that no two people experience the world in exactly the same way, and that these differences evolve throughout our lives.

No two people experience the world in exactly the same way. We hear differently, see differently, move differently, communicate differently, and process information differently. Those experiences continue to evolve throughout our lives, shaped by age, illness, injury, stress, fatigue, and the environments around us. Human Variability is this constant change in how people experience the world.

The more I considered that idea, the more I began to wonder whether accessibility’s greatest contribution is not simply the accessible products it has inspired, but the deeper understanding of people it has taught us to pursue. Accessibility has spent decades teaching us to observe more carefully, question our assumptions, and recognize experiences that differ from our own. In doing so, it has taught us something much larger about humanity itself.

Perhaps that has been its greatest lesson all along.

That is why I often say that accessibility is embracing our differences for innovation. Innovation rarely happens despite our differences. More often than not, it happens because we take the time to understand them.

AI Is Accelerating Accessibility’s Greatest Lesson

Artificial intelligence makes this an especially interesting moment for accessibility.

Much of today’s conversation quite rightly focuses on what AI cannot yet do. Questions surrounding trust, privacy, transparency, and ethics deserve thoughtful attention. But we should also invest just as much energy exploring what AI now makes possible.

Artificial intelligence is beginning to make accessibility feel more personal. It can simplify complex accessibility information without losing its meaning, generate image descriptions, provide live captions and translation, personalize digital experiences, summarize information in ways that are easier to understand, and increasingly respond to people in ways that reflect their individual preferences, abilities, and circumstances. Rather than asking people to adapt to technology, AI has the potential to make technology more responsive to how people experience the world.

AI is not changing the purpose of accessibility. It is giving us new ways to apply it.

Its greatest contribution may not be making technology smarter. It may be making technology more responsive to the remarkable variability of the people it serves.

The Next Leadership Conversation

For business leaders, this conversation extends well beyond accessibility.

Organizations that take the time to truly understand the people they serve create products, services, environments, and brands that resonate because they reflect how people actually live, not how we imagine they live. That understanding extends to every stakeholder, from customers and employees to patients and communities, recognizing that each experiences the world differently and that those experiences continue to evolve. Organizations that embrace this reality are better positioned to uncover opportunities for innovation that others simply never see.

That, to me, is the enduring lesson of Apple’s No Frame Missed. The greater achievement is the understanding that made the technology possible. Someone chose to look beyond the feature and focus on the person. Innovation followed.

It leaves me wondering what becomes possible when every organization begins with that same mindset. Not by asking what they can build first, but by asking who they are building it for.

Accessibility 2.0 challenged us to broaden the conversation around accessibility.

Human Variability explains why. Accessibility is not preparing us for someone else’s future. It is preparing us for our own.

Accessibility is embracing our differences for innovation.

Through that innovation, we create greater good.

Accessibility 2.0 AI Apple
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