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This paper presents a view of nature as a network of
infocomputational agents organized in a dynamical hierarchy of lev-
els. It provides a framework for unification of currently disparate
understandingsofnatural,formal,technical,behavioralandsocialphe-
nomena based on information as a structure, differences in one system
that cause the differences in another system, and computation as its
dynamics,i.e.physicalprocessofmorphologicalchangeintheinforma-
tional structure. We address some of the frequent misunderstandings
regarding the natural/morphological computational models and their
relationships to physical systems, especially cognitive systems such as
living beings. Natural morphological infocomputation as a conceptual
frameworknecessitatesgeneralizationofmodelsofcomputationbeyond
thetraditionalTuringmachinemodelpresentingsymbolmanipulation,
and requires agent-based concurrent resource-sensitive models of com-
putation in order to be able to cover the whole range of phenomena
from physics to cognition. The central role of agency, particularly ma-
terial vs. cognitive agency is highlighted
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