Dado un conjunto N tendente a infinito es inevitable que absolutamente todo suceda, siempre que se disponga de tiempo suficiente o infinito , y he ahí donde está el verdadero problema irresoluble o quid de la cuestión de la existencia ¿quién nos garantiza que dispongamos del tiempo necesario para que ocurra lo que debe o deseamos que suceda?


sábado, 26 de octubre de 2019

Databases

FIRST STAGE

Specific matrix: specific positional enciclopedia related to one subject (science, discipline or activity) ordering the data in factors, as positions where a robotic device or application is taking mesurements, and as long as the database include factors as options the inclusión of rational hypothessis as factors, or if the complexity is growing. sub-facoring levels if necessary and sub-sections per sub factor if necessary.

Global matrix: global positional encyclopedia including in sub-facoring levels as many sub-sections per sub factor as subjects (science, discipline, activity) are related to every sub-factoring level, including factos as subjects and options

Particular matrix, particular positional enciclopedia, borrowing factors from the global matrix in the third phase, factual hemisphere in the sixth phase

The matrix, positional encylopedia after the integration process including factors as position enciclopedia from the former global matrix and particular matrixes

SECOND STAGE

List of pure reasons as the pure reason to match with data from the first stage

THIRD STAGE, FIRST STEP, MODELLING SYSTEM

Specific rational truth in first phase, the specific database of rational hypothesis organized as positional encylopedia of rational hypothesis, per subfactor level as many sub-sections as subjects participating in that position, and per sub-section oranizing the rational hypothesis according to their pure reason

Standardized rational truth in third phase, the Standardized database of rational hypothesis organized as positional encylopedia of rational hypothesis, per subfactor level as many sub-sections as subjects participating in that position, and per sub-section oranizing the rational hypothesis according to their pure reason, inlcuding rational hypothesis coming from the global and specific programs

Particular rational truth in fifth phase, the particular database of rational hypothesis organized as positional encylopedia of rational hypothesis, per subfactor level as many sub-sections as subjects per  position where the particular thing or being is, ot it needs acording to its identity, and per sub-section oranizing the rational hypothesis according to their pure reason, inlcuding rational hypothesis coming from the particular program

Integrated rational truth in sixth phase, the global database of rational hypothesis organized as positional encylopedia of rational hypothesis, per subfactor level as many sub-sections as subjects per  position , and per sub-section oranizing the rational hypothesis according to their pure reason, inlcuding rational hypothesis coming from the global, specific, and particular programs

THIRD STAGE, SECOND STEP, DECISIONAL SYSTEM

Specific database of decisions in first phase, the specific database of decisions  organized as positional encylopedia of decisions but inlcuding the priority, per subfactor level as many sub-sections as subjects (science, discipline, activity, if suitable, depending on the level of complexity) participating in that position, and per sub-section oranizing the rational hypothesis according to priority 

Standardized database of decisions in third phase, the Standardized  database of decisions  organized as positional encylopedia of decisions but inlcuding the priority, per subfactor level as many sub-sections as subjects , and per sub-section oranizing the rational hypothesis according to priority, the decisions come from the global Modelling System 

Particular database of decisions in fifth phase, the particular database of decisions  organized as positional encylopedia of decisions but inlcuding the priority, per subfactor level as many sub-sections as subjects , as necessary according to its own identity and where it is, and per sub-section oranizing the rational hypothesis according to priority, the decisions come from the particular Modelling System 

Integrated database of decisions in sixth phase, the Integrated database of decisions  organized as positional encylopedia of decisions but inlcuding the priority, per subfactor level as many sub-sections as subjects , and per sub-section oranizing the rational hypothesis according to priority, the decisions come from the particular Modelling System and the integrated Modelling System



THIRD STAGE, THIRD STEP, APPLICATION SYSTEM

Specific database of instructions in the first phase, the specific database of instructions organized as positional encylopedia of decisions but inlcuding, in addition to priority, time and order: per subfactor level as many sub-sections as subjects (science, discipline, activity, if suitable, depending on the level of complexity) participating , and per sub-section oranizing the rational hypothesis according to priority, time and order 

Standardized database of instructions in third phase, the Standardized  database of decisions  organized as positional encylopedia of instructions but inlcuding, in addition to priority, time and order: per subfactor level as many sub-sections as subjects (science, discipline, activity, if suitable, depending on the level of complexity) , and per sub-section oranizing instructions  according to priority, time and order. Instructions come from the standardized Decisional System

Particular database of instructions in fifth phase, the Particular Standardized database of instructions organized as positional encylopedia of instructions but inlcuding, in addition to priority, time and order: per subfactor level as many sub-sections as subjects (science, discipline, activity, if suitable, depending on the level of complexity) as necessary according to its own identity and where it is , and per sub-section organizing the rational hypothesis according to priority, time and order. Instructions come from the particular Decisional System

Integrated database of instructions in third phase, the Integrated database of decisions  organized as positional encylopedia of instructions but inlcuding, in addition to priority, time and order: per subfactor level as many sub-sections as subjects (science, discipline, activity, if suitable, depending on the level of complexity) , and per sub-section oranizing instructions  according to priority, time and order. Instructions come from the integrated and particular Decisional System

THIRD STAGE, FOURTH STEP, LEARNING SYSTEM

Database of reports at specific, standardized, particular, integrated Application System

OTHER DATABASES

1) THE DATABASES IN THE RATIONAL CRITIQUES AS LIST OF CATEGORIES, RATIONAL HYPOTHESIS PROGRAMS, ETC TO COUNT FRQUENCY TO STUDY SOURCES OF ERROR TO ELIMINATE

2) DATABASES IN IMPACT OF THE DEFECT AND EFFECTIVE DISTRIBUTION TO STUDY THE SOURCES OF ERROR TO ELIMINATE

IN ALL DATABASE KEEP ALWAYS RESPECT TO HARMONY AND THE RUSSIAN DOLLS SYSTEM




Evolution of the impact of the Defect and Effective Distribution

domingo, 10 de junio de 2018

THE THIRD STAGE IN THE MODELLING SYSTEM AS FIRST STEP IN THE THIRD STAGE IN SPECIFIC ARTIFICIAL INTELLIGENCES FOR ARTIFICIAL RESEARCH BY DEDUCTION WITHIN THE FIRST PHASE



The responsible for the increment of efficacy, efficiency, and protection of the Global Artificial Intelligence, is the Learning System, applying the the Defect and the Effective Distribution across all the Artificial Intelligence, specific or global depending on what level is working on.

The main difference between Modelling System and Learning System is the fact that the Modelling System makes decisions to protect and better only mathematical models, while the  Learning System makes decisions to protect and better all the systems, programs, applications, across the Artificial Intelligence, specific or global.

The way in which the Impact of the Defect is going to make decisions is as follows:

- There are at least two strategies, 1) first option the creation of Specialised Impacts of the Defects in every specific, particular, global, model (descriptive, prediction, evolutionary), for every synthetic science, discipline, activity, making therefore an Specialised  Impact of the Defect for every model in every level for every subject, 2) the creation of a Unified Impact of the Defect to apply in any mathematical (descriptive, prediction, evolutionary) model at any level (global, specific, particular), in any subject. It would be advisable that at the beginning in the first phase the Specialised Impacts of Defects, as first attempts using this technology, could be a good option, and by the time this technology has been well tested, and is about to start the third phase of standardization, parallel the standardization process goes on from the first period of coexistence to the second period of consolidation, along this process the Specialised Impacts of the Defects can have another similar process through the unification of all of them in only one Unified Impact of the Defect, valid for: any level, any subject, any mathematical model.

- Once it has been chosen the strategy, the identification of errors, defects or mistakes in the field where is later applied. If Specialised Impact of the Defect (especially in the first phase) in every level, subject, and mathematical model, summarizing all possible error, defect or mistake for every model, subject and level. In case of Unified Impact of the Defect, summarizing all possible error, defect or mistake at any level in any subject in only one list, especially in the third phase by the union of all possible list of errors, defects, mistakes, from all Specialised Impact of the Defect, in only one, the Unified Impact of the Defect.

- Regardless of what strategy has been chosen (Specialised or Unified Impact of the Defect), once all possible error, defect, mistakes, is summarized in a Specialised or Unified list of categories of errors, defects, or mistakes, then all the errors, defects, mistakes are ordered in categories or levels in an ascending sense of gravity, a hierarchical of gravity from the least to the most severe, in a model of ascending gravity sorting in the form of ranking.

- The total number of categories ordered by ranking, the sample of categories of the ranking, will be symbolized with the symbol "Nº", the sample of types of defects, and the nth position of the ranking that occupies each category in the ranking will be symbolized "nº" , being in this particular case each particular position of the ranking a type, category or level, of particular defect on the process or system. So if the order of defects in the ranking has been done correctly in ascending direction from the least serious to the most severe, the weighted factor of each individual defect will be equal to dividing its particular nth position in the ranking, "nº", between the total number of categories in the ranking, "N º", so the weighted gravity is equal to "n º/N º".

Weighted gravity = nº: N º

- The frequency or direct punctuation of every category of error, defect, or mistake, is the symbol “xi”.

- So the Impact of the Defect for every category of error, defect, or mistake is

Impact of the Defect = [xi · (n º: N º)] : Σxi

- Once it has been calculated the Impact of the Defect for any category of error, defect, mistake, every Impact of the Defect of every category of error, defect, mistake, can be criticised, following the rational criticism set out in the in paragraph 21 of “Introducción a la Probabilidad Imposible, estadística de la probabilidad o probabilidad estadística”.

  • After criticising the categories of error, defect, upon the results, the protective decisions to make, must be all those decisions in order to prevent further consequences from all those categories whose Impact of the Defect are equal or above the critical reason.
Along with the collaboration in second and fifth phase between by Application and by Deduction, pointed out in previous post, another reason for the collaboration between by Application and by Deduction is how useful conceptual: schemes, maps, sets, models; made by deep artificial comprehension could be valid for the elaboration of lists of categories of errors, defects, mistakes, in Specialised and/or Unified Impact of the Defects, being this reason another important key factor in the integration process when analysing the Modelling System in the sixth phase is important to realise what transformations there are regarding to the decision making process.

Alike the Impact of the Defect, distinguishing Specialised and Unified Impact of the Defect, regarding to the Effective Distribution happens something similar, having two strategies as well, firstly the creation of Specialised Effective Distributions according to: level, subject, mathematical model; pointing out for each one lists of categories related to efficacy, efficiency, productivity, to include especially in the first phase. And the Unified Effective Distribution unifying in only one list of categories related to: efficiency, efficacy, productivity; all possible category at any level, subject, model, especially in the third phase of standardization and sixth phase of integration.

And for the design of what categories related to efficiency, efficacy, productivity, must be included in the Specialised or Unified Effective Distribution, the relations of collaboration in second and fifth phase between by Application and by Deduction could be helpful in order to use the current conceptual: schemes, maps, sets, models; made by deep artificial comprehension in Artificial Research by Deduction in phases one and third, in order to supply valuable information regarding to what categories of efficiency, efficacy, productivity, to add in such lists of categories in Specialised or Unified Effective Distributions.

Regardless of what strategy is used to make Effective Distributions, Specialised or Unified, the way that either of them works is identical. The Effective Distribution was explained in the paragraph 22 in “Introducción a la Probabilidad Imposible, estadística de la probabilidad o probabilidad estadística”.

The Effective Distribution, specialised or unified, works as follows:

- If specialised, the elaboration of a list of categories related to efficiency, efficacy, productivity, for every model in every subject at every level. If unified, the elaboration of a list of categories related to efficiency, efficacy, productivity, including all possible category from all possible model in all possible subject in all possible level, including all of them in only one, a unified list valid for all of them equally.

- The different categories should be ordered according to their level of importance for the efficiency, efficacy, productivity, the ordination is made, from the first to the umpteenth last position, from minor to greater importance. The order in the ranking is as then as follows: the first category is the least important, the last category the most important for the efficiency, efficacy, the productivity, ordering everyone in an upward manner.

- The symbol of every category in the ranking is the symbol "nº", position umpteenth in the ranking, in this particular case, nth position in the ranking from lowest to highest level of ideal of efficiency, efficacy, productivity. And “Nº” symbolised the total number of categories in the ranking.

- At the time that each category has assigned its position in the ranking, then the weighted effectiveness of each category will be equal to the quotient of dividing its nth position, "nº", between the total number of ranking positions, "Nº".

Weighted effectiveness = nº: N º

- For each category the direct punctuation or frequency symbolised with “xi”.

- Once the weighted effectiveness is calculated, as well as the direct punctuation or frequency of each category has been measured, then the Individual effectiveness is equal to: the product of the effectiveness weighted by the direct punctuation or frequency, product to be divided between the total of direct punctuations or frequencies, resulting from this quotient the Individual effectiveness.

Individual effectiveness = [xi · (N º: N º)] : Σxi

The way to make bettering decisions in categories with the lower Individual effectiveness,
- Robotic decisions, such as robotic subjective auto-replications, especially those ones suggesting the construction of new intelligences, applications, programs, robotic devices by the Artificial Engineering.

- Learning decisions made by the Learning System in order to make artificial psychological subjective auto-replications, especially for the improvement and enhancement of the inner artificial psychology of an specific or global Artificial Intelligence, or particular application or program, or particular application for particular program.

In synthesis the decisions gathered in the database of decisions, as first stage of decision for the Decisional System could be synthesised as: research decisions (made in the third stage in the Modelling System), decisions to control the access to information, robotic decisions (especially for the construction of new intelligences, programs, applications, and robotic devices by the Artificial Engineering), learning decisions (especially affecting the inner artificial psychology of any intelligence, system, application, program, robotic device).

sábado, 9 de junio de 2018

THE SECOND STAGE IN THE MODELLING SYSTEM AS FIRST STEP IN THE THIRD STAGE IN SPECIFIC ARTIFICIAL INTELLIGENCES FOR ARTIFICIAL RESEARCH BY DEDUCTION WITHIN THE FIRST PHASE

The work made by the Unified Application, the Application System, and the Learning System, rest on the use of a synthetic (encyclopaedist) language, evolving to a non-human artificial synthetic (encyclopaedist) language, while the deductive program, the Modelling System, and the Decisional System, rest on the use of mathematics as language and as method. Especially, the deductive program uses mathematics as pure language (as an exact language opposite to synthetic language) while the Modelling System and the Decisional System use mathematics as a pure (analytical) method, doing as many calculus as possible to represent as exactly as possible the reality itself as a rational reality and make right decisions.

lunes, 28 de mayo de 2018


domingo, 22 de julio de 2018

THIRD STAGE OF THE MODELLING SYSTEM IN THE INTEGRATION PROCESS



UNIFIED IMPACT OF THE DEFECT, UNIFIED EFFECTIVE DISTRIBUTION
The basic algorithm behind the Impact of the Defect will not change in the global Modelling System, remaining as it was applied in the former specific Modelling System, as first step in the third stage in the first phase, but from the standardization process on, the organization of that list of categories related to defects in which the calculations of defects must be based on, is a list of categories that must include a huge number of categories, and in order to be able to organize such a number of categories, is important how to manage such a huge number of categories within a list of categories, to study the impact of any new rational hypothesis added to the rational truth, therefore to the mathematical representations of the world.

In order to organise the list of possible defects is necessary firstly, from the standardization process on, the unification of all the lists of categories related to defects coming from all the specific Impact of the Defects created in the first phase, for the creation of a Unified Impact of Defect.

The Unified Impact of the Defect in reality is going to work like a program itself within the third stage of the Modelling System in the final Global Artificial Intelligence in the integration process, because actually the Unified Impact of the Defect has all the elements to be a program, starting with the creation of a database of categories of defects as first stage of this program, as second stage the calculation of the Impact of Defect for every category, ending up as a
in the decision making process to protect the mathematical models.

For that reason understanding the Unified Impact of the Defect as a program itself working within the third stage in the Modelling System in the Global Artificial Intelligence, the first thing to do is to analyse how to organize such a massive database of categories, in order that it could be useful for its real purpose, at any time that something happens in the real world, and lots of rational hypothesis are added to the rational truth, to facilite the decision making process , prioritizing all those decisions to save lives and reduce damages, along with all those decisions upon the Unified Effective Distribution to better the  global model.

The organization of the database of categories in the unified database of categories, in order to be congruent with the organization of the conceptual hemisphere in the matrix, the factual hemisphere in the matrix, and rational truth, must be organised following a sub-section system, using the same criteria used in the organisations of databases and matrices in other systems, programs, applications, working in the Global Artificial Intelligence, keeping at any time the virtue or principle of harmony between the database of defects in the Unified Impact of the Defect and the  organization of databases and matrices in the rest of systems, programs, applications, working for the Global Artificial Intelligence, as well as keeping the principle of harmony between the organization of the first stage of the Unified Impact of the Defect, the database of categories related to defects, and the first stage of the Unified Effective Distribution, the database of categories related to efficacy, efficiency, productivity.

In the same way that the organization of the rational truth, as suggested in the post “First stage in the Modelling System in the integration process”, is an organization in a sub-section system synthesizing the geographical criteria and the encyclopaedic criteria, organising every section in that position as an encyclopaedic sub-section system, like if it was the natural/social  and technological encyclopaedia of that position, the first stage of the Unified Impact of Defect as a database of categories related to all possible defects in the world, is a database of possible defects in the world that must be organized as the database of all possible defects in any position in the world, including categories related to natural or social phenomena, and technological phenomena that are going to be useful for subjective auto-replications made by the Artificial Engineering and the Learning System. As examples of how important is to keep categories of defects related to natural or social phenomena for instance, in case of emergency landing, the impact of this emergency landing on the ground at all level, in the environment and for every singular person on the jet, or affected by the emergency landing if its done close to some habitable space.

For that reason, in order to have a simultaneous flow of data in the factual hemisphere, and at the same time, and on real time, a simultaneous flow of data of the Impact of the Defect of anything that is happening right now, is absolutely necessary that the inner organization of the database of categories related to defects as first stage in the Unified Impact of the Defect, must be identical to the inner organization of the factual hemisphere in the matrix, as a synthesis of the geographical criteria and the encyclopaedic criteria.

In order to make possible this flow of defects at any time that something happen in the global model, is then necessary to set up the Unified Impact of the Defect as follows:

- The first stage in the Unified Impact of the Defect database of categories related to defects of any type, natural/social and technological. having an identical organization like the factual hemisphere in the matrix, with flow of frequency and/or a flow of direct punctuations of defects for every category, organizing the defects for every geographical position following the encyclopaedic criteria in encyclopaedic sub-sections. Flow of frequency, what means flow of data

- The second stage in the Unified Impact of the Defect is, having a permanent flow of defects organised as an encyclopaedia of defects per position, the second stage in the Unified Impact of the Defect will give us a permanent flow of Impacts of Defects for every encyclopaedic defect in every position. Calculating every Impact of the Defect using the same algorithm, "Impact of the Defect = [xi · (n º: N º)] : Σxi", where “xi” is the respective frequency or direct punctuation, “Σxi” is total frequency or total of direct punctuations, and “nº: N º” is Weighted gravity. Flow of impacts, what means flow of calculations.

- The third stage in the Unified Impact of the Defect, having a permanent flow of Impact of the Defect for every encyclopaedic category in every position, will give a permanent flow of decisions about what categories should be prioritize in order to reduce the global damages in the global model in order to save as many lives as possible. The decision about what categories should be prioritized must be taken on rational basis: all Impact of Defect equal to or greater than a critical reason should be considered as category to prioritize any action to reduce damages and save lives. Flow of decisions.
The flow of frequency and/or direct punctuations of defects in the first stage of the Unified Impact of the Defect, the flow of Impacts of the Defects in the second stage of the Unified Impact of the Defect, and the flow of decisions about what categories to prioritize according to the rational criticism in the third stage of the Unified Impact of the Defect, do not give the instructions to follow to save lives and reduce damages, the only thing that decide is what categories must be prioritized.

Later on, the way in which the actions on any decided category in the real world are going to be done, depends on how the protocols, processes, and procedures, for every category, in case of high risk, is set up, in addition to how the learning decisions and decisions based on solving mathematical problems work within the third stage in the Modelling System.
Once the Impact of the Defect has decided what categories must be prioritized, the decisions about how to do regarding to these categories to save lives and reduce damages, are decisions which depend on all those procedures, protocols, process, previously set up in case of damages in those categories, along with all possible learning decision or decision solving mathematical problems.

Protocols, processes and procedures, learning decisions and solving mathematical problems, which must be experimented from the outset, the first phase, when the first Modelling Systems are created for first time in the first Specific Artificial Intelligences for Artificial Research by Deduction, and upon their successful application, the application of these successful results in following phases, periods, and moments.

In the same way that the Unified Impact of the Defect can be define as a program whose first stage of application is a database of categories related to defects organised like the encyclopaedic distribution of categories related to defects per position, synthesizing the geographical and encyclopaedic criteria as suggested for the factual hemisphere in the post “First stage of the Modelling System in the integration process”, in the same way the Unified Effective Distribution can be defined as a program whose first stage is the database of categories related to efficiency, efficacy, productivity, organised like an encyclopaedia of categories of efficiency, efficacy, productivity per position, given a permanent flow of data of ratios of efficiency, efficacy, productivity, in any process in any position.
If on real time the global Modelling System has a reading about the efficiency, efficacy, productivity, levels, in any process, in any position, in the global model, at any time that there is a loss  of efficiency, efficacy, productivity, in any process in any position, is possible to make decisions about what categories whose level of efficiency, efficacy, productivity are below the critical reason, must be prioritized in order to  boost their efficiency, efficacy, productivity.

The procedures, processes, protocols, to boost the efficiency, efficacy, productivity, in any process in any position must include processes, protocols, procedures to boost the efficiency, efficacy, productivity in any process in any position using for that purpose artificial learning, and decisions based on solving mathematical problems.





DATABASE 

he inner organization of the database of categories related to defects as first stage in the Unified Impact of the Defect, must be identical to the inner organization of the factual hemisphere in the matrix, as a synthesis of the geographical criteria and the encyclopaedic criteria.

HARMONY


THIRD STAGE APPLICATION SYSTEM, THE ASSESSMENT



The Impact of de Defect and Effective Distribution used by applications and robotic devices is not the same as the one used by the the global Application System, while every application and robotic device has its own particular Application System, so the assessment is made when doing the report by the particular Application System, so the report sent by the application or robotic device is made using its particular model of Impact of the Defect and Effective Distribution, but having in common the same error codes or categories of efficiency like the global Particular System, once the report arrives at the global Particular System is analyzed by, two options: or 1) the same Unified Impact of the Defect and Unified Effective Distribution used by the global Modelling System (keeping the prínciple of Harmony, more advisable) or 2) a global Impact of the Defect and global Effective Distribution as a collection of the categories from all the particular Impact of the Defects and all the particular Effective Distributions, or 3) the best one as synthesis of the other ones, the global unified Impact of the Defect as synthesis of the Unified Impact of the Defect and all the categories used by all the particular Impact of the Defects, synthesizing all the lists from all the particular Impacts of the Defects and the Unified Impact of the Defect in only one, the Global Unified Impact of the Defect, the same for the Global Unified Effective Distribution, using for that purpose the Russian dolls system as a method for the organization of the global unified list of categories of impacts or effectiveness
What I would do is to respect the principle or Harmony to facilitate later on the seventh phase, so in the analysis of the reports sent by particular applications and robotic devices in the global Application System, the analysis will be done using the same Unified Impact of the Defect and Unified Effective Distribution as the global Modelling System,

UNIFIED IMPACT OF THE DEFECT, UNIFIED EFFECTIVE DISTRIBUTION
The basic algorithm behind the Impact of the Defect will not change in the global Modelling System, remaining as it was applied in the former specific Modelling System, as first step in the third stage in the first phase, but from the standardization process on, the organization of that list of categories related to defects in which the calculations of defects must be based on, is a list of categories that must include a huge number of categories, and in order to be able to organize such a number of categories, is important how to manage such a huge number of categories within a list of categories, to study the impact of any new rational hypothesis added to the rational truth, therefore to the mathematical representations of the world.

In order to organise the list of possible defects is necessary firstly, from the standardization process on, the unification of all the lists of categories related to defects coming from all the specific Impact of the Defects created in the first phase, for the creation of a Unified Impact of Defect.

The Unified Impact of the Defect in reality is going to work like a program itself within the third stage of the Modelling System in the final Global Artificial Intelligence in the integration process, because actually the Unified Impact of the Defect has all the elements to be a program, starting with the creation of a database of categories of defects as first stage of this program, as second stage the calculation of the Impact of Defect for every category, ending up as a third stage with the decision about what defects must be prioritized in the decision making process to protect the mathematical models.


For that reason understanding the Unified Impact of the Defect as a program itself working within the third stage in the Modelling System in the Global Artificial Intelligence, the first thing to do is to analyse how to organize such a massive database of categories, in order that it could be useful for its real purpose, at any time that something happens in the real world, and lots of rational hypothesis are added to the rational truth, to facilite the decision making process , prioritizing all those decisions to save lives and reduce damages, along with all those decisions upon the Unified Effective Distribution to better the  global model.

The organization of the database of categories in the unified database of categories, in order to be congruent with the organization of the conceptual hemisphere in the matrix, the factual hemisphere in the matrix, and rational truth, must be organised following a sub-section system, using the same criteria used in the organisations of databases and matrices in other systems, programs, applications, working in the Global Artificial Intelligence, keeping at any time the virtue or principle of harmony between the database of defects in the Unified Impact of the Defect and the  organization of databases and matrices in the rest of systems, programs, applications, working for the Global Artificial Intelligence, as well as keeping the principle of harmony between the organization of the first stage of the Unified Impact of the Defect, the database of categories related to defects, and the first stage of the Unified Effective Distribution, the database of categories related to efficacy, efficiency, productivity.

In the same way that the organization of the rational truth, as suggested in the post “First stage in the Modelling System in the integration process”, is an organization in a sub-section system RUSSIAN DOLLS SYSTEM synthesizing the geographical criteria and the encyclopaedic criteria, organising every section in that position as an encyclopaedic sub-section system, like if it was the natural/social  and technological encyclopaedia of that position POSITIONAL ECYCLOPEDIA, the first stage of the Unified Impact of Defect as a database of categories related to all possible defects in the world, is a database of possible defects in the world that must be organized as the database of all possible defects in any position in the world.

EVOLUTION

- First phase, specific Impact of the Defect and specific Effective Distribution for every Specific Artificial Intelligence by Deduction to be used in the specific Modelling System, the applications responsable for the reports, the specific Application System, and the specific Learning System

- Second phase, collaborations between specific Impact of the Defects and specific Effective Distributions by Deduction and list of categories in by Application

- Third phase, Unified Impact of the Defect  ( unifying in a Russian Dolls System all the categories of defects from all Specific Impact of the Defect from all Specific Artificial Intelligence, in only one, the Unified Impact of the Defect) and Unified Effective Distribution, to be used by the Global Artificial Intelligence, to be used in the global Modelling System, the global Application System, the global Learnig System

- Fourth phase, in the Unified Application, the creation of categories related to defects or effectiveness, and a Unified Impact of the Defect and Unified Effective Distribution for the Unified Application

- Fifth phase, particular Impact of the Defect and particular Effective Distribution

- Sixth phase, Global Unified Impact of the Defect (synthesizing the list of categories in the Unified Impact of the Defect and the list of categories from all particular Impact of the Defect, using a Russian Dolls System) and Global Unified Effective Distribution, to be used by the Global Artificial Intelligence, to be used in the global Modelling System, the global Application System, the global Learnig System

For every phase, the specific, unified, particular, global, Impact of the Defect and Effective Distribution is organized like a program:

- First satege, database, application or comprehension stage, list of (speicifc, unified, particular, global) categories as a Russian Dolls System

- Second Phase, replication or explanation stage, the calculation of the Impact of the Defect and Effective Distribution

- Third phase, auto-replication, according to the results, the decisión making process chosing what error or lack of efficiency deserves more priority to make a decisión.

The decision could be any kind of decision, from high extreme to normal, or global, and in game theory must be based on creativity, so much more tan high empirical probability, is more important high efficiency, even when the empirical probability is not so high or zero: surprise.