Consciousness is 'real magic', as is any emergent creation.
The components have a real or physical origin, but the output
is mysterious and unexplainable in the same terms of it's
components.
This contradiction spans all of the organized universe.
There are two basic types of behavior, quantum like motion
and classical motion as in general relativity.
A simple or computable system is when it's behavior is
dominated by either of these forms of mathematics.
And when at either state the objective mindset is
happy as a clam, all works as it should, nice neat
equations that make nice neat predictions.
But when self organized, the system stands at the transition
point /between/ those two universal forms of behavior.
All evolved systems stands at the one place where neither
simple opposing forms of mathematics can describe the
system.
This is what is meant by the term 'complex' in
complexity science.
Which is the point at which objective or computable methods
are at their very weakest, and can't possibly explain
the output as it would require using the two inconsistent
mathematics at the same time, clearly impossible.
Emergent properties have a real source, they are the
result of the entanglement of both quantum and classical
behavior. Yet the output can't be computed or explained
by either source behavior, hence it's mysterious and
unexplainable in /part terms/.
And this explains the fundamental difference between
a linear or non-linear frame of reference, it's not
just different forms of equations.
A linear view of complexity would be a sliding scale
from say zero to infinity, having of course
one minimum (zero) and one maximum (infinity).
But a non-linear frame has /two minimums/ and one maximum
wrt complexity.
One minimum is the simple or computable quantum behavior.
The other minimum is the opposing computable classical behavior.
And maximum complexity is at the transition point
between the two.
Linear complexity
zero (min) >>>>>>>>>>>>>>>>>>>>>>> infinite (max)
Non-linear complexity
quantum (min) >>>> complex (max) <<<< classical (min)
There are three types of emergence, weak, nominal and strong.
Consciousness and things such as intelligence would be
in the strong category.
And there are four levels or emergent hierarchy.
Types and Forms of Emergence
Jochen Fromm
Distributed Systems Group,
Electrical Engineering & Computer Science,
Universität Kassel, Germany
(excerpts)
"David J. Chalmers distinguishes between weak and strong
emergence. His strong emergence is not deducible even in
principle from the laws of the low-level domain, while
weak emergence is only unexpected given the properties
and principles of the low-level domain. Mark A. Bedau
distinguishes between three kinds of emergence: nominal,
weak and strong. He uses weak and strong in the same sense
as Chalmers, and adds the notion of nominal emergence, which
corresponds to the general definition of an emergent
property above: nominal emergence is the appearance of a
macro property in a system that cannot be a micro property."
Conclusions
"This paper offers a comprehensive classification for the
different types of emergence, which are divided into four
basic classes:
Type I describes simple emergence without top-down feedback
and self-organization, and includes esp. intentional emergence
in complicated machines.
Type II contains the classic phenomena of weak emergence
including top-down feedback and self-organization.
It is further distinguished between stable and instable forms
in this class.
Type III covers all forms of emergence through multiple feedback
and adaptation in more complex adaptive systems due to evolution
and finally...
Type IV characterizes all forms of strong emergence in evolution.
The term strong emergence is liberated from any magical or
unscientific meaning."
"The processes which have been described by strong emergence are
not magical, unscientific or even anti-scientific. There are
no magic or supernatural powers involved, only very complex
phenomena on multiple scales. Like other forms of emergence
it may look magical, if you do not understand the inner processes.
If you have never heard of DNA and genes, then life looks
in fact magical. Yet there is a spark of truth in the idea
that life can not be explained solely by physical processes
(“Vitalism”). It is correct that the physical laws can not
describe biological forms. The laws of particles physics
are irrelevant to macroscopic phenomena.
Microscopic rules are irrelevant compared to the effects of
collective organization on macroscopic scales. This is the
paradox of emergence, which becomes most clearly visible
in the case of strong emergence. The macroscopic structures
and patterns depend on the microscopic particles, and yet
they are independent from them. This weakest form of
causal dependence is also circumscribed by the name
supervenience."
https://arxiv.org/ftp/nlin/papers/0506/0506028.pdf
/This weakest form of causal dependence is also
circumscribed by the name supervenience/
Or more simply....God.