Identity Is Always a Trinity
Why the same three-layer structure governs how algorithms, organisations, and people process identity I have spent 28 years studying how algorithms understand identity. Since founding Kalicube in 2015, my team has tracked 25 billion data points across 73 million brand profiles, watching three families of system (Knowledge Graphs, Large Language Models, and Search Engines) evolve…