I am Graziano Guiducci, an independent researcher and the creator of D-ND (Dual-Non-Dual). My research explores how relations, observation and knowledge form, and how understanding can change the questions and means of further inquiry.

MAIOS is a working instrument and evolving embodiment of this research. I investigate how knowledge and experience can change AI-supported methods, capabilities and the ways new capabilities are formed.

Human perception and understanding are part of the research itself: how people comprehend and assimilate discoveries, and how AI systems can adapt to human capabilities and help develop them.

I seek research funding, scientific collaboration and complementary expertise. My work includes open-source software, research tools and working papers, with public materials available through D-ND and MAIOS.