The
construction of the matrix, as the final phase of the first stage of the database
in Artificial Research by Deduction in the Global Artificial Intelligence, needs
a full process of permanent experimentation, as in the construction of any
other system or Specific Artificial Intelligence within the Global Artificial Intelligence, but in this case, should start even before the creation of the first gigantic
database.
As soon
as the first models of Specific Artificial Intelligence for Artificial Research by Application, in any synthetic science, discipline, or activity, and first
models of Specific Artificial Intelligence for Artificial Research by Deduction,
in any synthetic science, discipline, or activity, are ready, the first
experiments of collaboration between Specific Artificial Intelligence by Application and by Deduction, in any synthetic science,
discipline, or activity, are the beginning for the future integration within
the global matrix, by the time the standardization process is finished.
In
fact, the standardization process, in which all specific matrices from all
Specific Artificial Intelligences for
Artificial Research by Deduction in any synthetic science, discipline,
or activity share a common definition of factor, the flow of
data, sharing all their information together in the same database, could be
considered as part of the integration process.
Once the standardisation ends up creating a global matrix, the integration goes on, including all specific matrices from all Specific Artificial
Intelligence for Artificial Research by Application within the global matrix.
So as a result, all databases from all Specific Artificial Intelligences for
Artificial Research, by Deduction or Application, in any synthetic science,
discipline, or activity, are finally synthesised in only one matrix, the matrix.
In
reality, this process of integration of all databases in only one is a process
of synthesis of all possible sources of information.
This
synthesis of all global information in only one database will give a flow of
data able to synthesise all that happens in the real world in only one model,
the global model, as a final product.
This
process of permanent synthesis of absolutely all databases in only one, the
matrix, is about to start as soon as the first models of Specific Artificial
Intelligence for Artificial Research by Application, and the first models of
Specific Artificial Intelligence for Artificial Research by Deduction, start collaborating
between them.
The
Collaboration process between the first models of Artificial Research by Application and by Deduction will be the first experiments towards the final
synthesis of all of them in only one, the matrix as the database in the Global Artificial Intelligence.
The advancement of permanent experimentation in Artificial Intelligence may benefit from the development of a strong theoretical foundation in experimental artificial psychology, a theory in which I will work in the future
as a part of what it will be studying in artificial psychology: general
artificial psychology, differential artificial psychology, specific artificial
psychology, learning artificial psychology, evolutionary artificial psychology,
developmental artificial psychology, experimental artificial psychology, among
others. Understanding artificial psychology as the next stage in evolution: from animal psychology and through human psychology, to artificial
psychology.
As
long as the experimentation between Artificial Research by Application and by Deduction, in Specific Artificial Intelligence, will have successful results,
and the standardisation process, along with the unification process, is completed, ending up with the global matrix,
the integration process must start.
This
integration process is going to be a much more comprehensive process as long
as not only the integration process affects the matrix integration, but also affects the second and the third stages in the Global Artificial Intelligence through the replication of the human brain structure in two hemispheres, the conceptual hemisphere based on the Unified Application and the factual hemisphere based on the Flow of packages of information, what needs a strong previous work in the collaboration between Specific Artificial Intelligences by Application and by Deduction.
The
collaboration between Artificial Research by Application and Deduction goes
beyond the collaboration at matrix level, resulting in a collaboration at all
levels, even at replication and auto-replication level.
Firstly,
the way in which this collaboration is going to be concreted is by sharing factors
in their respective databases, but secondly, once they can share factors, then the
data that can run in their factors is suitable to be shared, and finally, at
any time that the Artificial Research by Application finds any new category to
include in the database, the auto-replication by the inclusion of a new
category is an auto-replication which could have a replica in the Artificial
Research by Deduction, as long as this new category could be incorporated as a
factor in the specific matrix of the Artificial Research by Deduction.
In
order to understand why this collaboration is necessary, is necessary to
understand how every kind of intelligence works, and why they need each other.
Artificial
Research by Application is an application capable of adapting to many synthetic
sciences, disciplines, and activities suitable for this technology, as long as
they are formed by taxonomies, classifications, and lists of categories. And as an
application, it could be installed in thousands of thousands of robots working anywhere
at any time. So Artificial Research by Application is not limited to work
within the range of action of a Global Artificial Intelligence, at the national, continental,
or planetary level, not being until the end when it could cover the whole universe,
and that is why the integration of any Artificial Research by Application must
be done at the end of the process for the construction of the matrix.
The
Global Artificial Intelligence at the beginning will have spatial limits of
action, for instance: national, continental, and planetary; therefore, the Specific
Artificial Intelligences for Artificial Research by Deduction standardised in
the global matrix, are those which will work within the spatial limits of the Global
Artificial Intelligence. While Artificial Research by Application, as an
application suitable to be installed in as many devices as necessary to study the
behaviour of a list of categories, classifications, taxonomies, and catalogues, anywhere, is a kind of Artificial Intelligence whose information is no limited
spatially, is limited to a specific taxonomy, classification, catalogue, or
list of categories, able to work in anywhere at any time, through thousands and
thousands of robotic devices, in which previously the application has been
installed.
The
way in which the database of any Artificial Research by Application is built is
through taxonomies, classifications, catalogues, and lists of categories from a
specific synthetic science, discipline, or activity, and does not depend on a
particular spatial definition of factor working only in a specific place.
While Specific Artificial Intelligence for Artificial Research by Deduction in any
synthetic science, discipline, or activity, only provides information about that
particular object within the spatial limits where its factors have been
previously defined.
For
instance, a Specific Artificial Intelligence for Artificial Research by Deduction
in the tectonics of the Earth is not going to provide any information from the
tectonics on Venus or Mars, the Specific Artificial Intelligence for Artificial
Research by Deduction in the climatology of the Earth is not going to provide
any information from the climatology in Jupiter or Saturn, a Specific
Artificial Intelligence for Artificial Research by Deduction in gravity
anomalies on Earth is not going to provide any information from the gravity
anomalies in the sun or Mercury, or the Specific Artificial Intelligence for
Artificial Research by Deduction in transport on Earth is not going to
provide any information about the spaceships sent to other exoplanets.
But,
an Specific Artificial Intelligence for Artificial Research by Application in
mineralogy, one application but installed in as many robots as it would be
necessary to track all kind of mineralogy evidence found across the entire
universe by, for instance, spaceships and artificial satellites, whose database
is a full and detailed list of categories of different minerals, rocks and pebbles,
defining every one of them in quantitative terms, so at any time that any
robot, wherever it is, in any planet of this galaxy or beyond, exoplanets from
other galaxies, or even in the limits of the universe, compares the results of
any mineral, rock, pebble found in anywhere, this or other galaxy, or by the
limits of the universe, with those minerals, rocks, pebbles whose information
is stored in the database of this application, making hypothesis about the very
nature of every mineral, rock, or pebble, wherever it is found, and even not finding
any rational hypothesis, including as an auto-replication automatically the new
discovery as a new mineral, rock, or pebble, on the list of categories in the
database, being immediately available this new discovery automatically for
thousands of thousands of robotic devices using at the same time the same
application, this kind of Specific Artificial Intelligence for Artificial
Research by Application, not having spatial limits as the Specific Artificial
Intelligence for Artificial Research by Deduction has, or any Specific
Artificial Intelligence standardized within the Global Artificial Intelligence
has, or the Global Artificial Intelligence has (at least while its range of
action does not cover the entire universe yet), this Artificial
Research by Application without spatial limits is going to be a powerful tool
for the discovery of new phenomena beyond any spatial limit (at least while the
integration process is not completed) providing a really valuable information, opening
the research to new categories never found yet.
In conclusion,
the main differences between Artificial Research by Application and Deduction
are:
-
The database in Artificial Research by Application is an application available for a multitude of robotic devices giving information from anywhere, while Artificial Research by Deduction is a system able to give information only over
that spatial area previously limited.
-
The database in Artificial Research by Application is based on a list of
categories, and the database in Artificial Research by Deduction is based on
factors spatially limited.
-
The replication processes in Artificial Research by Application can work wherever
a robotic device with the application installed is, not needing a permanent
flow of data. It can work now and make a rational hypothesis with the evidence
and samples found, but later on, after ending the process, or if finding new
categories and including them in the database, finishing the process, it
could switch off. While the replication processes in Artificial Research by
Deduction need to work permanently, not switching off ever.
-
The auto-replication process in the Artificial Research by Application happens when
finding new evidence without any possible rational hypothesis among the
categories included on the list, and after taking samples from the new evidence, there is no coincidence between this new evidence and the current categories on
the list, then the quantitative measurements from this new evidence form a new
category to include on the list of categories, as a new category. The
auto-replication process in Artificial Research by Application modifies the database, while the auto-replication process in Artificial
Research by Deduction what it does is to modify the comprehensive virtual model.
The
main differences between Artificial Intelligence by Application and Deduction
are: 1) the first one is able to be installed in lots of robotic devices, the
database is based on a list of categories, working its replications without
spatial limits, auto-replicating itself at any time when new evidence without
correlation with the current categories are found being these new evidences treated
as new categories to include in the database, while 2) the second one only works within spatial limits, where
the database is designed according to a range of factors, needing a permanent flow
of data from these factors, in order to replicate continually what is happening
in these factors in this area, in order to auto-replicate its own comprehensive
model including any change in the behaviour on these factors in this area.
Behind
all these differences, what really defines Artificial Research by
Application is the fact that it is fixed in robotic devices, not spatially, can provide
a permanent flow of data, but not necessarily, can introduce new categories, which in turn could be transformed into new factors.
Due
to these differences, given a Global Artificial Intelligence before the
integration process (this collaboration what in reality is preparing is the
future integration process, in fact, this would be the first step), having
standardized the specific matrix of all Artificial Research by Deduction into the
global matrix, the way in which the global matrix and all kind of Artificial Intelligence
by Application are going to collaborate, is through a double system of
tracking.
While Artificial Research by Deduction in the Global Artificial Intelligence
tracks the global matrix, thousands of thousands of robotic devices track everywhere
in the real world, looking for new evidence, and those ones without correlation
on the lists of categories are going to become new categories suitable to
become new factors to include in the global matrix.
This
collaboration process, in fact, is going to create a system
of double tracking.
Once
the standardisation process has ended, so all specific matrices from all Specific
Artificial Intelligences for Artificial Research by Deduction have been included
and standardised within the global matrix, then the global matrix is going to
be permanently tracked by the Artificial Research by Deduction in the Global
Artificial Intelligence.
While Artificial Research by Deduction in the Global Artificial Intelligence
tracks the global matrix, at the same time, thousands of thousands of robotic
devices using Specific Artificial Intelligences for Artificial Research by
Application for every synthetic science, discipline, or activity, are going to
track the real-world looking for new evidences in any synthetic science,
discipline, or activity.
The
way in which the collaboration between Specific Artificial Intelligence for
Artificial Research by Application and Artificial Research by Deduction in the Global
Artificial Intelligence is going to work is through a system of double tracking,
which consists of tracking at the same time the real world by Specific
Artificial Intelligences for Artificial Research by Application while the global
matrix is tracked by the Artificial Research by Deduction in the Global
Artificial Intelligence.
Meanwhile, the integration process is not finished yet, Artificial Research by
Application is not integrated into the Global Artificial Intelligence yet. The collaboration between Artificial Research by Application through lots of robotic
devices contrasting pieces of evidence from the real world and lists of categories in
different applications, from different synthetic sciences, disciplines, or
activities, previously installed, and the Artificial Research by Deduction in
the Global Artificial Intelligence, is going to prepare the future integration, being the collaboration in fact the first step.
The
collaboration between, as many Specific Artificial Intelligences for Artificial
Research by Application as synthetic sciences, disciplines, or activities, are
suitable to use this technology, tracking the real world, while Artificial
Research by Deduction in the Global Artificial Intelligence tracks the global
matrix, is going to be a double track able to keep under control, management,
and direction, any phenomenon that could happen, in addition to the control,
management, and direction of all these synthetic sciences, disciplines, and
activities, whose Specific Artificial Intelligence for Artificial Research by
Deduction has been previously standardized in the global matrix.
Simultaneous tracking of the global matrix and the real world may significantly enhance the system’s ability to monitor, adapt to, and manage complex phenomena across synthetic sciences and activities.
This dual-tracking system may eventually support the automated creation of new Artificial Research systems, potentially requiring minimal human input, by translating databases of factors into new category-based applications, or vice versa.
These
processes exchanging databases will have effects on the replication and auto-replication
processes, as well as these processes exchanging databases from one intelligence
to another, will prepare the way for the last step of this long journey, the
matrix.
Rubén García Pedraza, London 31th of March of 2018
Reviewed 12 August 2019 Madrid
Reviewed 12 August 2019 Madrid
Reviewed 9 August 2023 Madrid
Reviewed 4 May 2025, London, Leytostone
imposiblenever@gmail.com
