Mr. B

One of the things I managed to do here was implement my theory of letters as meaningful shapes into this whole thing the way that SporeOs operates is that it takes the plain English and uses ai to parameterize it and parse it into a symbolic language built on the Latin alphabet where each is a discrete meaningful operator and from there it gets strung into complex shapes which are the symbolic derivation of the plan English input text, then it’s ran thought a recursive hrr transformer against itself as a vector matrix to find the congruent form of the created letter shape and it feeds it though python to then further create the shape of the program as a set of letters strings as shapes which then is retranslated by the llm into code and a response to the user or just a response with the context kept and infused (maybe the best word for it) as another shape itself that combines with the output shape and then becomes the input prompt Basically it can build things and reason and respond by reducing the concept and ideas to symbolic shapes and then using some magical math to find the congruent form and then retranslate them into something usable for a human and for the rest of the coding and infrastructure that uses plain English

Have some stuff cooking in the background , I well keep updating and posting. Thanks for all the patience everyone has showed I have big plans for this project