The Market for Context

How AI learning reshapes contracts, firm size, platforms, and value capture.

hypersoren.xyz exploration · July 2026
Appraising a new edge buffer

How an AI fridge could make groceries cheaper by legibilizing signals of demand.
A simulation study of perishable goods supply chains.

hypersoren.xyz white paper · January 2026