Work Identity — A New Representation of People in the AI Age
Age of human–AI collaboration
A semantic layer connecting data, context and value
Every revolution reduced the cost of building trust
Across the history of civilization, the same pattern keeps returning.
From collective memory to paper, libraries, databases, the Internet, cloud, Knowledge Graphs and AI.
Each step helped society understand people faster, more accurately and at greater scale.
The CV belonged to an age of human readers
For decades, the CV was the dominant representation of professional identity.
A few pages summarized experience, education and skills for hiring and collaboration.
But the world of work changed
Professional value no longer lives inside a single document.
- Projects.
- Products.
- Articles.
- Source code.
- Client feedback.
- Collaborations.
- Continuous learning.
AI also became a direct reader, analyst and decision-support system.
The AI age needs a new form of representation
People need more than a place to store information.
They need a structure that reflects context, relationships, growth and value created over time.
Clear enough for people, standardized enough for AI.
Work Identity is a semantic layer
Work Identity does not replace the person or their story.
It connects evidence of capability into one coherent picture.
It moves beyond “What did you do?” to answer: “How did you create value, with whom and in what context?”
AI representation depends on Work Identity quality
When AI agents search for jobs, partners, collaborations or act on our behalf, they need an accurate understanding of the person they represent.
AI cannot represent someone accurately when it sees only disconnected fragments.
Work Identity becomes infrastructure for a new kind of trust
If the CV belonged to the age of documents, Work Identity belongs to the age of AI.
An age in which people and machines collaborate to create value.
The central thesis of Technology Stories
- Every technological revolution lowers the cost of understanding and trusting people.
- The CV fit an age in which humans were the primary readers.
- AI needs a richer semantic representation than traditional documents.
- Work Identity connects a person’s data, context and value.
- In the AI age, Work Identity becomes the foundation of human–machine collaboration.
Technology Stories is the story of how humanity understands itself
This is not only a story about the evolution of machines.
It is the story of how humanity evolved the ways it remembers, understands and builds trust in one another.
Work Identity does not reject what came before. It continues that evolution in an age where AI has become part of work.