Questions and answers, problems and solutions of the Artificial General Intelligence (AGI) are extremely unusual and complex. The complexity and lack of results have manifested themselves over many years within the field of Artificial Intelligence.

Despite all the efforts in various scientific areas of computer science, psychology, neurobiology etc., the quest for the AGI is still illusive. Scientists are always convinced in correctness of their approaches as if the solution is just there. However, one can sense that the deceptive goal is much further. Trials, errors and disappointments caused many projects to fail and close with sober "lessons learned".

In our approach we try to find reasons why so many mistakes were made - were these mistakes a result of the approach or just simply an unavoidable consequence of human reasoning. We trust, we have uncovered the fundamental principles of intelligence based on a very deep analysis of a human information processing system. We believe, we have found weaknesses, limitations and strengths of our reasoning and used them to "reverse engineer" the underlying principles.

Our research indicates that intelligence can’t be uniquely attributed to human species alone and, surprisingly, many “low-level” living organisms demonstrate intelligent behavior, i.e. understanding of their environments.

We argue that a complete paradigm shift has to take place before one can start to approach understanding and answers to the AGI challenge. Contrary to many claims, we think that fundamental principles of intelligence are very unique and, at the same time, universal. Following these principles leads to the very specific implementation. Intelligence exposed by humans and other biological systems has converged to this specific implementation over millions of years of evolution.
Many years of our research and analysis indicate that there is a very high probability of simulating these fundamental principles and working solutions of the biological intelligent systems and creating their computer models exhibiting properties and behavior of true AGI.

We understand, that given the history of the field of Artificial Intelligence any valuable AGI claim becomes highly subjective and losses its gravity till proven to be true. After all, any extraordinary claim requires extraordinary evidence. However, knowing strengths and weaknesses of human information processing system, the proof of this evidence lies always within one of the fundamental principles of intelligence – “our belief”.

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