Category Archives: Evolution

From Creation to Creativity…

Everything in the Universe is fundamentally a system of some sort.  And all systems fundamentally have the same Universal Dynamics…

Matrix of Universal Dynamics - Copyright - Kieran D. Kelly

Our Universe is fundamentally the interplay of 2 things; Energy and Probability.  Excessive Energy can cause Incompressible Dynamics.  Probability can cause Random Energy Clustering which can ultimately lead to Natural Reinforcement.  And the interplay of both incompressible dynamics and probabilistic reinforcement can cause the emergence of Self-Integrated Matter.

Matrix of Energy Dynamics - Copyright - Kieran D. Kelly

Everything in the universe is ultimately some type of “System”.  These systems have a range of behavior from Simple Non-Adaptive Systems to Complex Adaptive Systems.  All systems are essentially the interplay of 2 things; Energy and Feedback.   Excessive Energy can cause Incompressible Dynamics.  Feedback can cause Natural Reinforcement.  And the interplay of Incompressible Energy and Natural Reinforcement can cause of the emergence of Self-Integrated Complexity.

Matrix of System Dynamics - Copyright - Kieran D. Kelly

The Brain is a Complex Adaptive System.  The Brain is capable of modeling Data from the External World.  The more data the brain is exposed to the more likely there will be diversity within the data.  The Brain is dominated by 2 things; External Data and Conscious Evaluation.  An excess of data can produce a great diversity of data.  Experimentation can extract information and knowledge from data.  And the interplay of both a Diversity of Data and Conscious Evaluation can generate Spontaneous Self-Integration and Deep Intuition… Matrix of Cognitive Dynamics - Copyright - Kieran D. Kelly

The Mind is a Complex Adaptive System.  The Mind is capable of modeling Thoughts and Intuitions from its own Internal World.  The more thoughts the mind is willing to entertain the more likely there is diversity within the thoughts.  The Mind is dominated by 2 things; Thoughts and Feelings.  A lot of thoughts can produce a great diversity of intuition.  Thinking can extract ideas from thoughts and intuitions.  And the interplay of both a Diversity of Intuition and Emotional Reinforcement can generate Spontaneous Self-Integration and Deep Creativity…

Matrix of Creative Dynamics - Copyright - Kieran D. Kelly

The Universal Dynamics of Everything…

Is “Evolution” solely a theory about the emergence of life, or is it a more generalized “Meta-Theory” about “The Emergence of Everything”…

Compressible Dynamics

Over the last 400 years or so Mathematical Physics has become the science that we rely on to explain the behavior of the universe.  Mathematical physics is the ultimate science of the “deterministic/predictable” dynamics of “cause and effect”.

In general, the Science of Physics likes to believe that all dynamics, all natural behavior, can be explained mathematically; and consequently physicists like to build “mathematical models” of (cause and effect in) the real world.  Sometimes these models are unbelievably concise, and can be expressed as a neat linear differential equation, and when this happens we confidently call the model a “Deterministic”, “Law of Physics”.

It is precisely because of these so-called “hard and fast scientific laws” that physicists are wont to describe their science as the hardest of “hard science”.  This of course would seem to imply that many of the so-called “soft sciences” are in some way not quite as elevated, not quite as good.

In truth however we could say that physics is an “easy science”, and the soft sciences are “difficult” because the “laws” of physics only really work in the absence of “noise”, and yet the soft sciences are condemned to deal with our everyday world which is full of noise — because virtually everything in our everyday world is continually battered and buffeted by “constantly changing feedback” which can generate wild “nonlinear dynamics”.

In reality all dynamics have feedback (and resultant nonlinearity), it is just that some dynamics have much less feedback than others.

Physics is, in a sense, the science of the nonlinear stuff that can be safely “compressed into the neat linear mathematics of cause and effect”.  In other words; Physics is primarily a science of “linear” dynamics, a science of dynamics “without feedback” (or more realistically a science of dynamics with negligible feedback).  Such dynamics are indeed easily compressible, but our real world is a world that abounds with feedback, a “nonlinear” world full of “incompressible dynamics”.

[Note: In the simplest possible terms, linear dynamics are dynamics where the effect is proportional to the cause, and nonlinear dynamics are where the effect can be disproportional to the cause.]

Incompressible Dynamics

It could be said that throughout its 400 year history physics has had great difficulty dealing with non “linearizable” dynamics, because these wild dynamics are messy, mathematically unstable, and consequently difficult to predict.

Turbulent systems are the most obvious example.  Turbulent systems are mathematically non-linearizable because they have lots of internal instabilities due to the excessive amount of “energy” in the system.

More recently (in the last 40 years or so) we have started to become more aware of other types of systems that are mathematically non-linearizable.  Complex Adaptive Systems (CAS) are systems whose elements are not completely independent of each other and consequently they can exhibit a lot of internal instability due to the excessive amount of “adaptation” in the system.

The economy is the most obvious example of a CAS.  And so while economists might like to think they can build mathematically models of the economy, this is simply not possible, because the economy is mathematically non-linearizable and full of incompressible dynamics.

In the coming years many more people will begin to understand the difficulty and inherent uncertainty involved in dealing with CAS’s.  As our world becomes ever-more interconnected and co-dependent, more and more systems will become adaptive and complex, and consequently will exhibit incompressible dynamics and unpredictable “emergent behavior”.

And so in the future we will all have to learn to live with uncertainty.  But in case all of this seems overly pessimistic, fear not, for there is another side to CAS.  Complex Adaptive Systems may be unpredictable but they are also massively “Creative”.

The Century of Complexity and Creativity

In Conclusion: Physics tell us that to understand the world we need simply to understand “the dynamics of cause and effect”; but the simple dynamics of cause and effect fail quite miserably when it comes to explaining “Natural Evolution and Emergent Complexity”...

However, understanding evolution is going to turn out to be much more important than anyone might previously have thought.  Because despite what most people might think, evolution is not solely a theory about the emergence of life, but a more “Generalized Meta-Theory” (of which biological evolution is merely a special case).  Evolution is effectively spontaneous and complex creativity in action…

And so although science may have spent the last 400 years honing its understanding of The Linear Dynamics of Cause and Effect, the reality of life in the 21st century is that the really interesting stuff will increasingly result from the “Universal Creative Dynamics” of “Adaptive Integration and Emergent Complexity”…

Matrix of Universal Dynamics - Copyright - Kieran D. Kelly

In Conclusion

The 21st Century will see the rise of the Complex Adaptive System.  Complex Adaptive Systems are systems that are capable (without any external assistance) of self-designing and reinforcing themselves into existence.  This means that, in an evermore interconnected world, the future of the human race is likely to become much more uncertain — but as evolution shows us, uncertainty generates emergent complexity, so

Embrace The Chaos and Harvest the Creativity…

What Drives Deep Creativity?

What Drives Deep Creativity?

Is creativity a “gift” or is it something that is inherent in us all…

Information Creation

Despite what most people might think, evolution is not solely a theory about the emergence of life, but a more “Generalized Meta-Theory” (of which biological evolution is merely a special case).  Evolution is spontaneous and complex creativity in action.  In the broadest possible terms, “Evolution is Information Creation”.

[Note: Everything in the universe is fundamentally an “information structure”.  And a pure information structure is something that is fundamentally incompressible — the concept of which forms the basis of information theory.]

Information is created from information.  Evolution is simply “The Constant Integration of Information”.  Evolution’s progressive complexity is simply Mother Nature creating evermore complex information by “integrating stuff” as she goes along.  This constant integration, this natural creativity, means that “Nature’s complex whole is forever becoming greater than its less complex parts”

Emergent Mind

It would not be unreasonable to say that “The Brain” is the ultimate example (that we know of) of Nature’s spontaneous creativity.  The “Brain” is a “Biological Tool” that has been designed by millions of years of evolution to navigate an external world full of nonlinear feedback and complex incompressible dynamics.

The Brain mirrors Nature in that it is also a complex adaptive system, and it is constantly adapting its own internal “neural” network to the available data and feedback from the external world.  This neural network is, in effect, an “abstract model” – effectively, “a map of what is connected to what”…

So the “Brain” is basically a complex connectivity map, and the “Emergent Mind” simply a reflection of how the brain is wired up.

Consciousness and Intuition

“Consciousness” bubbles up from this emergent mind.  And at its most fundamental, “Emergent Consciousness” is nothing more than the surface representationof a subconscious “library of Instincts” and “laboratory of Intuitions”.

Essentially we can think of instincts as simply hard-corded intuitions, but intuitions themselves are better thought of as soft-coded works in process.

Intuition is the result of a conscious process of compression and subconscious process of integration; a conscious process of figuring out (from feedback) what data is redundant, and a subconscious process of figuring out (from trial and error) how what remains fit together.

Below is a graphical representationMatrix of Cognitive Dynamics - Copyright - Kieran D. Kelly

[Note:  I address this issue in more detail in my post “What Drives Consciousness and Deep Intuition?”]


Intuition is a subconscious process of figuring out what is connected to what.  But the side-effect of trying to figure out how things actually fit together, are thoughts and ideas about “how things could fit together”.

So the mental process of subconscious integration not only drives intuition, it also drives “Imagination”; and so deep intuition offers not only the potential to see complex patterns of information, but also the potential to “Imagine The Unseen”…

Thinking + Feeling

In the simplest of terms, anything that a conscious entity can discern from the external world has the potential to become data for its our own internal model.

It is in the compression and integration of information that “thoughts” begin to emerge  — “thinking” is simply the process of focusing on these thoughts.  When we focus on our own internal thoughts they effectively become our own “internal data”.  But the question arises, “how does one go about evaluating this internal data without any external feedback?”.

Over millions of years, evolution has developed an internal feedback mechanism to evaluate random associations in the brain’s neural network.  “Feelings” are the feedback mechanism for the brain’s “random thoughts”.  Feelings are like “emotional intuition”.  Feelings are the means of determining the “value” of random thoughts.

Deep Creativity

We know that with enough study and practice we can make ourselves into an “expert” in virtually any academic or business domain — but being an expert however is not what it means to be human.

To be human is to be creative.  Our modern society places great store in the value of human reasoning, and has reserved merely a degree of curiosity in the value of human intuition.  Artists however have long employed emotional intuition in “the creative process”.  Emotional intuition is effectively the driver of all human creativity.  Emotional intuition acts as the internal feedback mechanism for identifying the value of “creative integration”, the value of imagination — and true artists have always used this “emotional intelligence” in their creative process.

And so the natural and spontaneous process of subconscious neural integration not only offers the potential for deep cognitive understanding of complexity, but also the potential for “Deep Creativity in Imagining the Complex Unseen”…Matrix of Creative Dynamics - Copyright - Kieran D. Kelly


So what drives deep creativity?

“What drives Deep Creativity is the Subconscious Integration of a Chaotic Diversity of Ideas”.

And so it is likely that natural creativity is indeed inherent in us all.  By simply allowing our conscious linear minds to explore a wide diversity of thoughts and ideas,

Our Subconscious Nonlinear Minds will gift us “Deep Creativity for Free!”…