Data Scientist · Mathematician
Data Scientist at the Central Bank of Uzbekistan. I think about what the world looks like when it runs on trillions of agents - how systems change, and who stays accountable when most decisions are no longer made by people.
That pulls me toward three things: multimodal machines that reason and can show their steps, agents that teach and adapt to the person in front of them, and decisions a human can follow end to end. The aim is intelligence that acts in the world and can say why.