Hydrodynamic Fisher Routing
Attention selects information. Routing chooses which specialist handles it. Memory decides what remains available later. Hydrodynamic Fisher Routing explores these as related parts of an information-flow architecture, guided by the sensitivity of the underlying representation.
The question
Can attention, specialist routing, and associative memory share a useful geometric foundation?
Follow the information
The research uses flow as a mathematical organizing idea. Information can move between representations, become active, or be retained for later use. These are distinct operations within one proposed architecture.
Spend attention where it matters
A change may be small in its raw numerical value and important in its statistical context. Information geometry provides a language for studying that sensitivity and its role in directing computation.
From formulation to experiment
This is an architectural research direction. The next questions concern task performance, routing behavior, memory quality, and measured computational cost under controlled comparisons.