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Problems, technologies and solutions of true artificial
intelligence are extremely unusual and complex. The complexity and lack
of results have manifested themselves over many years within the field.
Despite all the efforts in various scientific fields of computer
science, psychology, neurobiology etc., the solution to the artificial
intelligence is 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.
In our approach we do not try to correct other’s errors, instead, we try
to find reasons why so many mistakes were made - were these mistakes a
result of the approach or just simply unavoidable consequence of human
reasoning. We have uncovered the fundamental principles of intelligence based
on a very deep analysis of information processing. We have found weaknesses,
limitations and strengths of human information processing system and
used them to reverse engineer the underlying principles.
We have uncovered a fundamental principle of transformational definition
of intelligence as: “A system S is intelligent in respect to a context X
if and only if the system S understands the context X”
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 believe that complete paradigm shift has to take place before one can
start to approach the solution to the real artificial intelligence.
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 expressed by humans
and other biological systems has converged to this specific
implementation over millions of years of evolution. Almost every element
of this implementation is required and has been perfected by nature. One
can only see this after sufficient number of the fundamental principles
(key elements) are uncovered.
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 of true artificial intelligence.
We understand, that given the history of the field of artificial
intelligence any valuable claim made 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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