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Cultural AI

Kodak Film Couldn't Photograph Black Skin for 40 Years. AI Has the Same Problem with 80% of Human Culture.

By Kelly T. HohmanJanuary 28, 20264 min read

Click the thumbnail to watch the full video on LinkedIn

Originally published on LinkedIn

Kodak film couldn't photograph black skin for 40 years. AI has the same problem with 80% of human culture.

The internet was built by one culture. AI learned from it. And now we're surprised it doesn't understand the rest of humanity?

The Uncomfortable Truth

The data that powers today's AI is overwhelmingly Western, industrial, and English-speaking. When you ask AI about history, you get Rome, Greece, the Industrial Revolution, World Wars.

What about the Bhutanese concept of Gross National Happiness that predates modern economics by centuries? What about pre-colonial West African governance systems that Europeans couldn't comprehend? What about Indigenous knowledge systems that sustained communities for millennia?

That data doesn't exist in any training set. Because it was never digitized. Because it lived in oral traditions, in community practices, in languages that algorithms don't speak.

What We're Building at Airtrek AI

Not another AI that regurgitates the same ethnocentric dataset. A system that creates the missing data, working directly with cultural experts, historians, and community knowledge keepers around the world.

We're starting with historical experiences. Imagine your students, your children, your community actually experiencing your ancestors' world through AI characters who think, believe, and live as they did. Not a Wikipedia summary. A conversation with someone who understands the worldview from the inside.

We Need You

But we can't do this alone. If you are:

  • A cultural historian
  • An Indigenous knowledge keeper
  • A diaspora community leader
  • An expert in underrepresented histories
  • Someone who holds knowledge that exists nowhere on the internet

We need you. The world needs you. Your knowledge deserves more than a dusty book read by twelve academics. It deserves to live, to teach, to connect with millions who will never visit your archive or read your dissertation.

This is how we build understanding between peoples. Not through homogenization. Not through one culture explaining others. Through collective brilliance. Through hearing each other's stories in each other's voices.

Unity through Wonder.

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Kelly T. Hohman is the founder of Airtrek AI, the world's first AI-powered virtual time machine.