This discovery fully validates the organic system side of Peter Putnam's theory on induction, the Neuro Conditioned Reflex Principle, that requires changing state at synapses over time to select the nested Relative Dominance feedback winner in a given Conditioned Reflex feedback loop. Its quite incredible that the functionality of induction proposed by Putnam in 1963 has been consistently validated since then. [1]
The Graphmetrix patent on Conceptual Awareness interfacing with a Linked Data Hypergraph finally came through.
This new SystemTwin™ information structure allows us to capture the full space-time data and interlinked documents about a part of the world in the form of a TwinPod™ or any number of linked TwinPod™s to model systems and collaborate at any scale.
Systems Twin Intelligence, where a Pod represents the full space-time information for part of the world, using Solid Protocol: https://graphmetrix.com/trinpod-server
A key error is there literally are no where close to billions of concepts. Its a misunderstanding of what a concept is as used by us humans. There are an unlimited number of instances and entities, but the concepts we use to think about them is very limited by comparison.
We[1] Create "Units of Thought" from PDF's and then work with those for further discovery where a "Unit of Thought" is any paragraph, title, note heading - something that stands on its own semantically. We then create a hierarchy of objects from that pdf in the database for search and conceptual search - all at scale.
Yep, they completely missed the boat. They tried to use concepts without actually modeling concepts, making a huge mess of contradicting statements which actually didn't model the world. Using a word in a statement does not a concept make!
[1] https://www.peterputnam.org/outline-of-a-functional-model-of...