Things I find interesting: I never really heard "information geometry" really exists and that I just made that concept up... After looking more closely at it, it is really the same as in my conception.
The same case was with the concept of feedback loops in chaos theory. Somewhat I didn't really care enough about chaos theory to look it up more deeply. I called them "re-cycling loops", which is actually the exact same concept as the already known 'feedback loops'...
The key why this happens is my decade-long training to calibrate and fine-tune my intuition to accurately simulate the object of focus, similar to principles of deep learning and neural networks.
Intuition is the 'coordinator' in association-based cognitive processing. Associations are 'pop-ups' from the merely subconscious side of cognition. Analogies are a special from of associations in which one reduces the object of focus to the primary main principle, and comparing it with similar principles in 'the database of knowledge' (memory). Association-based cognitive processing has a primarily unstable state, the stability is created and maintained primarily by large quantities of information that are heavily connected with each other. Furthemore association-based cognitive processing is marked by a dispersion of trains of thought into 'parallel channels', which are merely subconscious in linear (non-association-based) cognitive processing. This dispersion often weakens the strenghth of the working memory.
This also relates to the Bayesian coding hypothesis, which states that the working memory can be portrayed as a Gaussian standard distribution.
The non-linearity in the flow of thoughts then leads to self-interference between the parallel trains of thought, and turns the cognitive processes into a chaotic system. This leads to a huge similarity to the way how quantum-based systems operate.
Furthermore I am baffled that a lot of concepts/explanation models I started to create more than 10 years ago seem to be more and more correct the more I understand the underlying principles and the implications of that.
An example is a pappus' conical helix surrounded by a sperical helix (like a spiral system projected onto a horn torus);
This was the model I came up with to somewhat explain the attributes of elementary particles. Unlike in string theory, the underlying 'geometries' are not seen as literal, physical geometries, but rather a partially metaphorical version of that: Information geometry, hence, a form of statistical data.
This data is, to be concrete, a huge collection of previous interaction patterns. In ourse of time and with every new interaction the information geometry gets 'shaped', and the behavior and interaction pattern "solidifies", leading to the attributes of the various elementary particles. This 'shaping' is a result of emergence.
Furthermore, it is said, elementary particles are quanta of information, and yes, this is true in a literal manner, according to my hypothesis. Yet, this concept requires a medium, called "mathematical reality", in which the physical reality is embedded. Mathematical reality can be regarded as an "unknotted network" of information. If mathematical reality loops and knots itself, then, that is tme point where physical reality arizes.
This train of thought led me to what I named "cosmic weaving", which is about weaving sequences of imaginary numbers, creating the "fours states of reality", which relate to the four combinations of real/imaginary structures/processes. (Structure-process-complexes are, in a sense, self-interfering, self-replicating loops.)
Real processes are active interactions, imaginary processes are passive interactions, real structures are physical structures, imaginary structures are mathematical structures. Combinations of these four relate to the four 'states' of information weaving:
Time (imaginary structure, imaginary process), space (real structure, imaginary process), motion (imaginary structure, real process) and matter (real structure, real process)
In this interpretation, matter can be declared as a kind of 'folded spacetime' - just what John Wheeler defined as "quantum foam"...
So..
After ten years of researching deeper and deeper into that concept I stumbled upon very interesting things in the last months. It may be called "progressive information rendering", which is really weird, as it combines aspects of formal logic, probability theory, even topology and knot theory, chaos theory... And the merely artsy word 'information torsion' describes a form of 'butterfly inteference pattern', which is a special form of self-interference with 3 other (semi-imaginary) versions of the primary object, as a form of emergent behavior.