Part 4/10:
How It Works: From Data to Collective Intelligence
The system begins by allowing users to export their data: conversations, work notes, research, or code. This data is then analyzed by AI algorithms that learn about the individual’s skills, depth of knowledge, personality traits, and cognitive strengths. Each person is represented as a multi-dimensional vector profile—a rich digital reflection of their capabilities and mindset.
When scaled to millions of users, this creates an expansive human network where each individual moves beyond a simple profile picture to a detailed map of their potential and expertise.