Who Owns Your Personalized Superintelligence?

Privacy Architecture for the Next Frontier of AI Personalization 1. The Promise and the Problem In February 2026, two of the most influential voices in AI independently identified the same architectural gap. At the India AI Impact Summit, Demis Hassabis, Nobel laureate and CEO of Google DeepMind, described current AI systems as “jagged” and “frozen” - capable of winning gold at the International Mathematics Olympiad while failing at elementary arithmetic when a question is rephrased.