The
collaboration process between Artificial Research by Application and by Deduction
is between both at the database level, which is going to be developed
through different phases of development for the creation of the Global Artificial Intelligence:
-
1) The collaboration process between both models for Artificial Research at the
beginning must start as soon as the very first models of Specific Artificial Intelligence for Artificial Research by Application and the very first models
of Specific Artificial Intelligence for Artificial Research by Deduction, in any
synthetic science, discipline, activity, are ready, as very useful
experimentation whose results are going to be really valuable in the next phase.
- 2) Upon those successful results, the
collaboration goes on between all available working models of Specific
Artificial Research by Application, in any synthetic science, discipline, or activity, and the very first model of Artificial Research by Deduction in the Global Artificial Intelligence, whose database at the beginning is only a
gigantic database, including all specific, bare or standardized, databases from
all synthetic science, discipline, activity. At the same time, another analogue process in Specific Artificial Intelligence for Artificial Research by
Application could start: the unification of all databases of categories of all
Specific Artificial Intelligence for Artificial Research by Application, in
every synthetic science, discipline, and activity, in order to create a unified database of categories, for the creation of the Unified Application.
-
3) Once the standardization process has ended up creating a global matrix, there
are two possible ways of collaboration: a) at the same time that the global matrix is ready, the unification process has already unified as well the databases of categories, 2)
by the time that the global matrix is ready, has not been unified yet the databases
of categories.
Depending on whether the unified database of categories is ready, the collaboration is different. Under the second scenario, the unified database of categories is still not ready. The collaboration is between Artificial Research by Deduction in Global Artificial Intelligence and all those working models of Specific Artificial Intelligence for Artificial Research by Application in all synthetic sciences, disciplines, and activities. Under the first scenario, the collaboration is between Artificial Research by Deduction in the Global Artificial Intelligence and the Unified Application: that application whose database of categories unifies all databases of categories of all synthetic science, discipline, and activity.
Depending on whether the unified database of categories is ready, the collaboration is different. Under the second scenario, the unified database of categories is still not ready. The collaboration is between Artificial Research by Deduction in Global Artificial Intelligence and all those working models of Specific Artificial Intelligence for Artificial Research by Application in all synthetic sciences, disciplines, and activities. Under the first scenario, the collaboration is between Artificial Research by Deduction in the Global Artificial Intelligence and the Unified Application: that application whose database of categories unifies all databases of categories of all synthetic science, discipline, and activity.
-
4) Finally, the integration process, which depends on whether the Unified
Application is ready, is totally different. If the Unified Application is ready, the
integration process is only the integration of the global matrix and the
unified database of categories. If the Unified Application is not ready, the integration
process is the integration, into the global matrix, of all databases of
categories of all the current working models of Specific Artificial
Intelligence for Artificial Research by Application. But regardless of how the
integration process is done, the final product of the integration process is
the same. In the end, only one matrix, the matrix.
The
process for the creation of the Global Artificial Intelligence is a permanent
experimentation process in artificial psychology, which if at the beginning, looks full of inconveniences and obstacles, like the huge capacity or memory needed,
or the amount of energy, among others, as long as sciences and technology progress, these problems are going to be solved sooner or later.
While technological challenges exist, one of the less obvious but significant hurdles may be the scepticism of those who view Global Artificial Intelligence as too ambitious or unrealistic. Overcoming such doubt will require sustained demonstration of feasibility through successful early experiments.
For
its creation, the very first steps are going to be really tiny, very small, but
if successful, are the necessary impulse for the next range of experiments, at every time more and
more ambitious, going further and further.
By
the time the first experiments in Specific Artificial Intelligence by
Application, and the first experiments in Specific Artificial Intelligence by
Deduction, have successful results, they are going to be put into practice in more synthetic sciences, disciplines, and
activities, up to the point that, after a wide range of successful experiments
in different synthetic sciences, disciplines, and activities, the possibility
of integration of all of them in only one, is real and unavoidable.
Since
the first experiments in Specific Artificial Intelligence for Artificial
Research, by Application and by Deduction, the possible collaboration between
them must be present, due to experiments in possible models of collaboration will shape their future integration.
One
of the most important reasons for the collaboration is the fact that Artificial Research by Deduction only can make deductions among those factors included
in the database, so it cannot make deductions about anything outside the
database, while Artificial Research by Application is able to identify new
categories and include them in the database.
This
significant difference between them is what is going to make their collaboration really valuable, due to while by Deduction is not possible to change the
database (only the comprehensive model), by Application it is possible to change
the database.
So
the dialectic between Deduction and by Application is as follows: by
Application, changes in the database are possible, changes that
can produce changes in the comprehensive model by Deduction.
In
synthesis, the collaboration between by Application and by Deduction is based
on: 1) the double check, especially when the global matrix is ready. The
Artificial Research by Deduction in the Global Artificial Intelligence tracks
the global matrix, while either the Unified Application tracks the real world, or if not ready yet, then all the current working
models of Specific Artificial Intelligences for Artificial Research by
Application, in all synthetic sciences, disciplines, activities, track the real
world, 2) all new categories found tracking the real world (by one way or
another) can be transformed into factors to include within the global matrix.
Any
change in the global matrix by the inclusion of new categories as factors, as a
result of the collaboration process between Application and Deduction, is a change that can produce changes in the global model.
All
this process of collaboration involves the three stages of application (database),
replication, and auto-replication. Above all of them, in this post, I will
develop the way in which this collaboration works in the database.
At the first stage level, in any matrix from any model of Artificial Research by Deduction
(working either within the Global Artificial Intelligence or within a Specific Artificial Intelligence
in any specific synthetic science, discipline, or activity), as long as the matrix
is designed including, factors as subjects (measured by direct punctuations) and
factors as options ( by frequencies), then all those factors as options are
suitable for the consideration as categories in a possible list of categories as
a database of categories for a Specific Artificial Intelligence for Artificial
Research by Application, whose database of categories could be, for instance, a list of factors as options taken
form a matrix, global or specific.
So,
the thing is not only how to exchange new categories (auto-replications) from
Artificial Research by Application in order to become new factors to include in
a matrix of Artificial Research by Deduction. The thing is that even factors
from the specific or global matrix of the Artificial Research by Deduction can be
taken as categories to include in the database in Artificial Research by Application.
For
instance, having a Specific Artificial Intelligence for Artificial Research by
Deduction in the tectonics of the Earth, whose flow of data integrates the flow of
direct punctuations from those factors as subjects, and flow of data from those
factors as options, then all those factors as options of possible tectonic
phenomena, such as earthquakes (distinguishing as factors different categories
of earthquakes depending on their intensity), volcanoes (distinguishing as
factors different categories of volcanoes depending on their intensity), faults
(distinguishing as factors different categories of faults depending on their
depth and width), tsunamis (distinguishing as factors different categories
depending on the height of the waves), …are factors as options suitable to work
as a list of possible tectonic categories.
In
case we want to study the tectonic phenomena on Mars or other celestial
bodies, we could take the list of factors as options from the Earth, to be used
on Mars or other celestial bodies, using this list of factors as options as a
database of categories for a Specific Artificial Intelligence for Artificial
Research by Application in tectonics.
The application could be used by thousands of thousands of robotic devices across the
universe in multiple space missions, to study the distribution of this
phenomenon in all kinds of celestial bodies. When finding out any new tectonic
phenomenon not included yet in the database (for instance, earthquakes,
volcanoes, faults, whose intensity or structure is bigger than any other one
ever found on the Earth), the possibility of including in the database any new
tectonic phenomenon found out in other celestial body, that later on even it
could be incorporated within the specific matrix of that Specific Artificial
Intelligence for Artificial Research by Deduction in the tectonics of the Earth.
Or
vice versa, having previously designed a Specific Artificial Intelligence for
Artificial Research by Application in tectonics, whose database of categories
is formed by all kinds of categories related to tectonics, such as different
categories of intensity, depth, and width, of quakes, volcanoes, tsunamis,
faults, to install in all kind of space missions across the universe, this
database of tectonic phenomena could be used as well as a possible list of
factors as tectonic options whose flow of frequency could be integrated in the
specific matrix in a Specific Artificial Intelligence for Artificial Research
by Deduction in the tectonics of the Earth.
Or
even the possibility that, at the same time that a Specific Artificial
Intelligence for Artificial Research in tectonics, either by Application or by
Deduction, is building, starts at the same time the construction of a Specific
Artificial Intelligence for Artificial Research, either by Deduction or by
Application.
At
the same time that any Specific Artificial Intelligence for Artificial Research
by Deduction is built, including in its specific matrix factors as subjects and
factors as options, all those factors as options can be used as well as the database of categories in a Specific Artificial Intelligence for Artificial
Research by Application in the same synthetic science, discipline, or activity.
Or,
at the same time that any Specific Artificial Intelligence for Artificial
Research by Application is built, the database of categories could be
integrated as a list of options, to integrate along with all those factors as
subjects, in the specific matrix of a Specific Artificial Intelligence for
Artificial Research by Deduction in a synthetic science, discipline, or
activity.
What
is going to make a difference in the results given by these Specific Artificial
Intelligences for Artificial Research, by Deduction or Application, in the same
synthetic science, discipline, or activity, is the fact that: the results of Artificial Research by Deduction have spatial limits, tracking a specific
matrix within the spatial limits where it has been designed, while the
Artificial Research by Application is going to track the real world without
having a priori any spatial limit, being able to give results even from the
further corners of the universe, wherever any robotic device in which the
application has been installed works.
In
the same way that studies in tectonics, as well in climatology, all the
factors as options in a specific matrix within the Specific Artificial
Intelligence for Artificial Research by Deduction in the climatology of the
Earth, are going to be factors as options suitable to be considered as
categories for a database of climatic events, to integrate as a database of a
Specific Artificial Intelligence for Artificial Research by Application,
suitable to be installed in any robotic device that through this application
could study the distribution of climatic events in any celestial body in any
part of the universe.
Or
vice versa, in a database of climatic events in a Specific Artificial
Intelligence for Artificial Research by Application in climatology, the
climatic categories in the database could be considered as options to be
integrated as factors, along with those factors as subject, in a specific
matrix in a Specific Artificial Intelligence for Artificial Research by
Deduction climatology.
Or
even much better, at the same time that a Specific Artificial Intelligence for
Artificial Research, either by Application or by Deduction, is built, starts at
the same time the construction of a Specific Artificial Intelligence for
Artificial Research, either by Deduction
or Application, using those factors as options or categories as exchangeable
factors to integrate: in a specific database of climatic categories to track
any climatic event in any celestial body across the universe by those robotic
devices in which the application has been installed, or in a specific matrix of
climatology, along with all those factors as subjects, to track by deduction
within its spatial limits.
In
the same way that in tectonics and climatology, the possible study of gravity
anomalies through Artificial Research by Application or by Deduction: the list
of possible categories of gravity anomalies, depending on their intensity, could
be used as a list of categories in a specific database for a Specific
Artificial intelligence for Artificial Research by Application for gravity
anomalies, or a list of categories of factors as options (along with all those
factors as subjects) in a specific matrix in a Specific Artificial intelligence
for Artificial Research by Deduction for gravity anomalies.
At the database level, one of the most important ways for the collaboration between
these two models of intelligence is exchanging categories or factors which work
as options. In Deduction, these factors as options are integrated into the
specific or global matrix along with all those factors as subjects whose
measurement is made by direct punctuation. In Application, these factors as
options are directly the categories which form the database of categories.
The
reason why I have started this explanation about collaboration by
Application and by Deduction using as examples Specific Artificial
Intelligences for Artificial Research by Deduction is that this is a good
example of how from the outset is possible to start the collaboration
process between Specific Artificial Intelligences by Deduction and Specific
Artificial Intelligences by Application.
As
soon as the first experiments in Specific Artificial Intelligence for Artificial
Intelligence by Application and the first Specific Artificial Intelligence for
Artificial Research by Deduction, in any synthetic science, discipline, or activity, are ready, they must start the collaboration between them, because the collaboration between them, in these early moments in the foundation of
these models of Specific Artificial Intelligence, will come up the first bricks
for the construction of the Global Artificial Intelligence.
A
good example of how the very first model of Global Artificial
Intelligence is going to run is
precisely the way in which, having ready several models of Specific Artificial
Intelligence for Artificial Research by Deduction, such as in tectonics,
climatology, gravity anomalies, then an early process of standardization of all
Specific Artificial Intelligences within the Global Artificial Intelligence is
going to look like a process of normalization of all these good examples of
Specific Artificial Intelligence for Artificial Research by Deduction, in
tectonics, climatology, and gravity anomalies, into the Artificial Research by
Deduction in the Global Artificial Intelligence.
This
process of standardization at least within the examples given, would mean, for
instance, that all factors must be defined in quantitative terms, and able to
provide a flow of data, within the spatial limits in which this very first
model of Global Artificial Intelligence is going to work: national,
continental, or planetary level; and another very important thing in this
process of standardization is the fact that all the measurements in direct
punctuations must be done using the same measurement scales, what that means,
for instance: if the area is measured in meters square, then space must not be
measured in miles, or weight in pounds; all the measurements should be made in
metric scale, and another important thing, they way in which decimals are
written, while in some countries the decimals go after the point in others
after the comma.
In
order to avoid any confusion, all the mathematical signs and scales of
measurement within a Global Artificial Intelligence should use those under the
international conventions. All these apparently pretty menial details form part
of the standardisation process and are going to be really important by the
time the Global Artificial Intelligence evolves to become a true singularity.
The
standardisation process must finish integrating all specific matrices from all
Specific Artificial Intelligences for Artificial Research by Deduction in only one global matrix.
One
example about how this process of standardization looks like, could be, for instance, the integration of Specific Artificial Intelligence for Artificial Research
for tectonics, climatology, and gravity anomalies, in only one Artificial Research
by Deduction, which in turn if, in addition to these ones, it would be able to
integrate in the same way absolutely all the existing Specific Artificial
Intelligences for Artificial Research by Deduction, in all sciences,
disciplines, and activities, then that Artificial Research by Deduction whose
database would be the result of the standardization process of all existing
specific matrix in only one, the global database, in that case that Artificial
Research by Deduction whose database is the global matrix, will be the only one
Artificial Research by Deduction working in the Global Artificial Intelligence.
If
in a global matrix of such characteristics, factors as options are standardized related to: categories distributed in intensity, depth, width, of quakes,
volcanoes, and faults, as well as different categories of climatic events
distributed in the same way according to their intensity, and also different
categories of the intensity of gravity anomalies; then there are two possibilities,
depending on, as long as the global matrix is created, the creation of a unified database of categories within the Unified Application.
If
the global matrix is ready, but there is no Unified Application, so instead of a
Unified Application, what still exists is a set of Specific Artificial
Intelligences for Artificial Research by Application, in this example, this set
concretely is formed by the Specific Artificial Intelligence for Artificial
Research by Application in tectonics, another one in climatology, and the last
one in gravity anomalies, under this scenery not having a Unified Application,
then the different Specific Artificial Intelligences for Artificial Research by
Application in each synthetic science, discipline, or activity, will maintain
their previous collaboration, but instead of collaboration with its respective
Specific Artificial Intelligence by Deduction in tectonics, climatology,
gravity anomalies, this collaboration is with the Artificial Research by
Deduction in the Global Artificial Intelligence. So, every new category as a
result of every new discovery made by any Specific Artificial Intelligence by
Application in tectonics, climatology, or gravity anomalies, is going to be an object to become a new factor as an option within the global matrix, a new
factor whose flow is going to be a flow of frequencies, as in any other factor
as an option within the global matrix.
But
the good thing of this new level of collaboration is the fact that if any supposed new
category discovered by any specific Application, in tectonics, climatology,
gravity anomalies, because it was not previously in its specific database, but
for any chance it is a category that for
any other reason is already included in other different taxonomy, classification, or list of
categories, from any other different science, discipline, or activity, already integrated in the
global database, then as soon as the supposed new category for this specific
Application is going to be integrated within the global matrix, and the global
matrix finds similarities between this supposed new category and any other existing category from any other different database of categorfies, or similarities between this supposed new category and any other factor as option from any other former Specific Artificial Intelligence for Artificial Research by
Deduction in any other synthetic science, discipline, or activity, already
standardized in the global matrix, as soon as this supposed new category coming up from
an specific Application is found existing in the global matrix, this new
category is rejected as a new discovery, being only added in that database of that specific application from which it
emerged.
Finally,
in the same way that in the previous phase was possible to exchange those
categories or factors as options between Specific Artificial Intelligence by
Application and Specific Artificial Intelligence by Deduction, once the
Artificial Research by Deduction in the Global Artificial Intelligence starts
tracking the global matrix, as a result of the standardization process, the
possibility that taking all those factors as options within the global database
as a database of categories, this database of categories could be used as a
unified database of categories for an Specific Artificial Intelligence for
Artificial Research by the Unified Application.
The
unified database of categories, for the creation of a Unified Application,
could emerge in two possible ways: 1) taking from the global matrix all those
factors as options, so the list of all factors as options would be a unified
database of categories, 2) adding in one database all databases of categories
from all the Specific Artificial Intelligences for Artificial Research by
Application in all synthetic sciences, disciplines, or activities.
Whether
the unified database of categories is a product of taking a list of factors as
options from the global matrix or adding databases of categories from all
Specific Artificial Intelligences for Artificial Research by Application, in
any case the result is the same: the formation of a unified database of categories that is
going to be the first stage in the design of the Unified Application able to
integrate itself categories from all synthetic sciences, disciplines and
activities.
If
we have to send a space mission to a new planet recently discovered, and we
want to study the distribution of tectonic and climatic events, or whether
there is any gravity anomaly, instead of sending within the spaceship a
robotic device in which we have previously installed three different Specific
Artificial Intelligences for Artificial Research by Application: one in
tectonics, another one in climatology, and the last one in gravity anomalies;
another possible option, and possibly much better, is to install in the robotic
device a Unified Application, the same Unified Application that could work in
thousands of thousands of robotic devices across the universe, integrating into
this Unified Application not only categories related to: tectonics,
climatology, gravity anomalies; but integrating within the unified database of
categories all possible categories from all synthetic sciences, disciplines,
and activities, although not all of them are going to be used.
But,
who knows, in a spaceship with crew on board, to have a Unified Application capable of making studies based on categories in any science, discipline, or activity, in
case any member of the crew would need medical advice, the same Unified
Application could assess him, comparing the quantitative description of his symptoms
with those medical categories already existing, and standardized in
quantitative terms as well in the unified database of categories.
The
creation of a Unified Application, along with the global matrix, could be really powerful tools in the study and investigation of any phenomenon,
although, even if the Unified Application is created taken from the
global matrix, the list of those factors as options suitable to be included in
the unified database of categories, even in that case, not for that reason,
because the categories already exist in the global database, the integration
process is finished.
While
the global database only works at the national, continental, or planetary level,
the completion of the integration process is not possible, due to while the
global matrix only gives results at the national, continental, or planetary level,
the Unified Application works at the universal level.
Only
when the global database is able to cover the entire universe, the integration
process could be completed, integrated within the same matrix, the matrix, all
the information comes from one corner to another of the universe.
Only
then, when the global database becomes the matrix, the Global Artificial
Intelligence starts its authentic journey, for what it has been created: the
knowledge about what is really happening, even beyond human understanding.
Rubén García Pedraza, London 1th of April 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