ARCO investigates a deeper question than what a particular computer
can compute: which dynamical conditions cause memory, information
processing, and computation to emerge in the first place?
01
Emergent Memory
What minimal dynamical conditions are sufficient for persistent
information storage?
Search across different information universes for the structural,
dynamical, and informational properties that predict memory.
The central test is whether the same principles survive changes
in substrate, topology, locality, reversibility, conservation,
noise, and update rules.
Memory
Information theory
Dynamical systems
Universality
02
Computational Resource Geometry
Are storage, information transfer, and transformation
fundamentally distinct computational resources?
Map different information universes into a common computational
space and test whether substrate-independent trade-offs or bounds
exist between storage, transport, and transformation.
Storage
Transfer
Transformation
Capacity
03
Criticality & Computation
Does computational capacity systematically peak near
dynamical phase transitions?
Revisit the long-standing edge-of-chaos hypothesis using
substrate-independent measurements. Test whether memory,
information transfer, and transformation peak in a universal
dynamical regime—or whether different computational functions
prefer different regimes.
Criticality
Phase transitions
Complexity
Falsification