The AI-completeness theorem - Solution

The AI-completeness theorem

“If you can solve one problem in the AI domain, then you can solve them all.”

?????????????????????????????????????????????????????????????????????????Marvin Minsky [1]

Solution:

Translation is an emergence of understanding.

Language is a structure of Knowledge and Experience - on a cell level it's a Human Genome (DNA) and Epigenome (protein of histones).

Modeling the structure and code of Human Genome-Epigenome (nucleotides of DNA + protein of histones synthesized by Translation) = Modeling a Human Language through the process of Translation of two languages - Nature is a great teacher.

Nucleoproteins (DNA + proteins of histones) - 2 languages - language of nucleic acids (4 elements) and language of amino acids (20 elements) = 2 languages of Translation Matrix [2]

20 thousand human genes encoding proteins = 20 thousand key concepts in the language - a basic vocabulary of a human - 20 thousand words - a basic Translation Matrix.

Epigenetic markers of Genome for Epigenetic Memory = coding of the translated meanings of the Translation Matrix (1 - General meaning, 0 - Options) when assembling a pre-translation model

Double structure of DNA for Cell Division = Transfer Learning of Knowledge using Translation [3]

“Thus protein is written in a twenty-letter language, nucleic acid in a four-letter language. The genetic code is the dictionary which connects the two languages.”

Francis Crik [4]

Implementation:

General Intelligence System -?https://lnkd.in/eUzsTEy8?- Deep exploration [5]

References:

1. Semantics, Models, and Model Free Methods, Monica Anderson -?https://lnkd.in/dmgqx-8c

2. Semantic Neural Network (patent US20210334470 - Neural Network for Interpreting Sentences of a Natural Language) -?https://lnkd.in/ebciT5iX

3. Epistemological General Intelligence System - Building a Knowledge-based General Intelligence System, Michael Molin -?https://lnkd.in/ghaYiZJ9

4. The Croonian Lecture, 1966, The genetic code, Francis Crik

5. ActiveDictionary -?https://lnkd.in/eUzsTEy8