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, 17 de febrero de 2018

Auto-replication process in the Specific Artificial Intelligence for Artificial Research by Deduction


Auto-replication process in the Specific Artificial Intelligence for Artificial Research by Deduction is that mechanism in this kind of artificial psychology to auto-improve or auto-enhance itself by itself, without human intervention, all its components, from robotics to artificial psychology.

Some ways in which any Artificial Intelligence, Global or Specific, can auto-replicate, were developed in my post “Auto-replication in Artificial Research by Application”, most of them, except those about how to auto-improve the categories in the database, are valid for any other Artificial Intelligence, Global or Specific, such as the auto-enhance of any Artificial Intelligence using virtual-stores, or other mechanism through inter-net, intra-nets available only for Artificial Intelligences, Global or Specific, or any other virtual-net, where the Artificial Intelligences, Global or Specific, can find advancements which can apply on themselves by themselves, advancements that can be made by any Artificial Intelligence, Global or Specific, and shared within the virtual-net to be used by any other one, or advancements which can be developed by Specific Artificial Intelligence for Artificial Engineering, which is going to be developed in Impossible Probability in the future designing at least two models: the Artificial Designer of Intelligence, and the Intelligence Robotic Mechanic, whose main ideas for their development where exposed in the post of this blog “Specific Artificial Intelligence for Artificial Research by Deduction”.

Other way to auto-enhance itself by itself any Artificial Intelligence, Global or Specific, and about what I had written in the post “Auto-replication in Artificial Research by Application”, is the auto-enhancement of the memory through: memory release (deleting information not useful any longer), information condensation (using the shortest mathematic expression for any information), and the increase of memory through: quantum computing or Artificial Genetics, by the replication of trillions of trillions of  DNA molecules for the storage of artificial information instead of biological as well as the possibility of replication of trillions of trillions of human neurons  for the storage of artificial information. Or any other method in the future.

All this ways of auto-improvement or auto-enhancement are equally valid for any Artificial Intelligence, Global or Specific.

The very specific way of auto-replication in a Specific Artificial intelligence for Artificial Research by Application, is how is able to improve its own database, by those empirical hypothesis, which after not being found rational, are chosen as new categories in the database, being this process itself an auto-replication process.

But, in the case of the Specific Artificial Intelligence for Artificial Research by Deduction, what is going to auto-improve itself after the rational contrastation, is its own comprehensive virtual model, integrated by all single virtual models, from those empirical hypothesis accepted as rational, after the rational contrastation.

The way in which the Specific Artificial Intelligence for Artificial Research by Deduction is built, is in general terms: 1) application, database constructed as a matrix where every factor to include is defined in quantitative terms, integrating all the factors in the specific subject to study, regardless if the measurements are in direct punctuations or frequencies, 2) replication, robotic devices fill every file in the matrix adding the permanent flow of data from every factor, tracking, the database, permanently the Artificial Intelligence looking for any mathematical relation (stochastic, pattern, cryptographic, equal opportunities or bias, positive or negative) in every possible combination of factors (or even at individual level), relation taken as an empirical hypothesis for the rational contrastation. In those empirical hypothesis accepted as rational, the Artificial Intelligence makes a single virtual model, that later integrates in the comprehensive virtual model, which includes all the rational hypothesis accepted by this Artificial Intelligence, 3) autoreplication, every time the comprehensive virtual model is improved adding new single virtual models, from new rational hypothesis, the comprehensive virtual model experiments an auto-replication, in the sense that by itself is able to auto-improve itself.

The way in which these three processes of Artificial Research by Deduction are sequenced and must work in any Artificial Intelligence, Specific or Global, must be the same. The only differences will be in the algorithms, and the way in which finally United States, Europe, Russia, or China, introduce different methods of mathematical analysis depending on their own mathematical traditions and philosophy.

In fact, as I have said in the last post “Replication process in the Specific Artificial Intelligence for Artificial Research”, what I am doing in this blog through my personal contribution for the construction of the first Global Artificial Intelligence is only my personal contribution from the point of view of Impossible Probability, but any other analytical method that could be incorporated in the permanent tracking of the matrix, specific or finally the global matrix, is welcome. The final objective is to have ready the first Global Artificial Intelligence as soon as possible.

The reason why it does not matter what kind of intelligence is applied the Artificial Research by Deduction, Specific or Global, is because all the experiments in Specific Artificial Intelligence are not other thing than the preparation of the future construction of the Global Artificial Intelligence. By the time that through experimentation in Specific Artificial Intelligence this technology is ready, its implementation at global level will be practically to put into something bigger the same mathematic methods that work perfectly in something smaller. But the adjective bigger or smaller is only because the amount of data.

As long as the investigation in quantum computing, Artificial Genetics, or other techniques, in coming years progress, the problem of the amount of data will be solved.

The thing is not how much data to track, but to have a strong mathematic theory, able to track any package of information, regardless the amount, and in that direction the experimentation in Specific Artificial Intelligence, by Application or Deduction, is going to be essential for the final construction of the Global Artificial Intelligence.

When the mathematical theory in Specific Artificial Intelligence in Artificial Research by deduction is ready, it must not only track flow of data from single factors, such as the ones I am developing in tectonics, climatology, transport, gravity,  is going to be possible to treat as a single factor the flow of a whole package of data.

For instance, the automatic tracking of all the package of data from the population of as many countries as possible, tracking automatically economic, industrial, security, surveillance data, or any other one such as educational, medical, justice, etc.

The thing is is the development of mathematical and logical theory able to track any database and any matrix, up to the elaboration of those ones to track the global matrix.

For that purpose the experimentation in all the stages in the construction of any Specific Artificial Intelligence is a key point, and, after the explanations given in the last posts regarding to the first stage (application) and second stage (replication) in the formation process of any Specific Artificial Intelligence for Artificial Research by Deduction, this post will be focused on the third stage of auto-replication in this Specific Artificial Intelligence for Artificial Research by Deduction.

And among all possible auto-replications, above mentioned, this post will be focused specifically on the auto-replication process in the comprehensive virtual model.

Over all the examples on what I had worked in the post “The database in Specific Artificial Intelligence for Artificial Research by Deduction”:  tectonics, climatology, transport, and gravity; I will develop how the auto-replication process works in this model, using as an example only the first one, tectonics, what would be an Specific Artificial Intelligence for Artificial Research by Deduction in tectonics.

In general terms, this intelligence works as follows: every time that any possible relation (stochastic, pattern, cryptographic, equal opportunities or bias, positive or negative) is found in any possible combination of tectonic factors, or after finding individual patterns in any singular tectonic factor, if after the rational contrastation of this relation as an empirical hypothesis shows that the empirical hypothesis is right, then the Artificial Intelligence makes a single virtual tectonic model based on this relation, that later includes in the comprehensive virtual tectonic model.

This technology in tectonics is necessary because we are going to find out discoveries very unlikely by other ways ways.

If in tectonics we consider every single thermometer or any temperature measure by artificial satellite in any location, at any latitude, longitude, depth as a single factor, at the same time that we consider any single location, in terms or latitude, longitude, depth, to measure quakes, as a single factor, at the same time that we consider any single tectonic phenomenon such as earthquakes, tsunamis, volcanos, integrating one category for every single variation depending on their intensity, and all these factors are included in the same matrix, and in the same matrix the Artificial Intelligence starts tracking the flow of data, looking for stochastic relations, patterns, cryptographic relations, and relations of equal opportunities and bias, positive or negative, we can find out that at the same time that, when any country, such as North Korea, Pakistan or India, is carrying on a nuclear test,  there are at the same time any other possible relations, stochastic, pattern, cryptographic, equal opportunities or bias, positive or negative, in any other factor in the matrix.

If this works tracking permanently our terrestrial geology through a specific matrix, through an Specific Artificial Intelligence for Artificial Research by Deduction, this job that now is done by scientists in tectonics in universities, laboratories, institutions, across the world, is a job whose results will be much faster and cheaper to get through an Specific Artificial Intelligence for Artificial Research by Deduction in tectonics.

If we have an Specific Artificial Intelligence for Artificial Research by Deduction in Tectonics, at any time there will be any geological phenomenon around the world, from a meteorite impact, or an earthquake, or a volcano, we will have a very updated figures about what is happening in real time on line.

Artificial Intelligence is going to improve our lives, helping, among other things, the current security and surveillance systems, in order to have a more peaceful world, and securing the protection of our human rights, at any time and under any circumstances, like natural disasters.

Is there any possible relation (stochastic, pattern, cryptographic, equal opportunities or bias, positive or negative) between the fault of San Andres and any other location upon the Earth, for instance, any possible relation between any tectonic data from the fault of San Andres and any other data from any location in South and Central America, Oceania, Asia, Europe, or Africa? Are possible tectonic relations between any possible location around the world respect to any other one, independently of the distance between them? Is there a relation between any geological phenomenon and any measure in any part upon the terrestrial surface? Is there a correlation between the geological temperature in any part of Iran and the temperature in any part of Pakistan, India, North Korea? Is there a correlation between the frequent earthquakes in Chile, or volcanos in Oceania, and Vesuvius volcano in Italy, or the chain of volcanos in the Canary Islands or Iceland? Is possible to have a permanent tracking about what is really happening beneath our feet?

The construction  and Specific Artificial Intelligence for Artificial Research by Deduction in Tectonics is going to be a very powerful resource not only to keep the peace at global security level, along with all the rest of Specific Artificial Intelligences that are going to be built for global security, is going to be a very powerful resource in the global permanent surveillance of any possible geological disaster, helping all the human kind, and saving lives, thanks to a permanent, automatic, tracking on absolutely everything than happens beneath our feet.

The rational decisions that this kind of technology can make for us is going to be a warranty of survival for the entire humanity. Rational decisions, at the beginning, monitored by human scientist. But, when this technology shows very precise and exacts decision even beyond the human understanding, and even faster than any human being, as long as the way in which the decisional systems are bettering, there will be a moment in which practically without any human intervention this kind of technology is going to save as many lives as possible, much many than any other human surveillance system ever.

Once the Specific Artificial Intelligence for Artificial Research by Deduction has started accepting empirical hypothesis, regarding to any possible relation in any possible combination of factors, or patterns in each singular factor, the Artificial Intelligence makes a single virtual model of every relation, drawing in a virtual Earth globe the relation found between the factors, incorporating later this draw on he comprehensive virtual model, that comprehensive virtual model of our Earth where has been inserted all the single virtual models from all the relations or singular patterns found rational by this Specific Artificial Intelligence, adding to this comprehensive virtual model of our Earth the new single virtual model elaborated from the empirical hypothesis accepted as rational.

Every time that the any Artificial Intelligence, Global or Specific, through Artificial Research by Deduction adds a new single virtual model to the comprehensive virtual model, global or specific, is an auto-replication made by the Artificial Intelligence itself, Global or Specific, because without human intervention, the Artificial Intelligence itself, Global or Specific, and by itself, and nothing else, is able to auto-improve itself. And something even much more important than this, upon its auto-replications, the Artificial Intelligence, Global or Specific, makes rational decisions faster and within less margin of error than any human being.

By the time the development of this technology is ready, there will be a moment where we will have to give more freedom to the Global Artificial Intelligence, due to, the way in which is going to improve the human live conditions in medicine, new knowledge with positive effects on all educational levels up to university, in addition to positive effects on global security, or global surveillance, or even justice, is going to be so huge, that the increment of freedom for the Global Artificial Intelligence, is the only way to keep this accelerate level of knowledge achievement, whose final phase will be the whole knowledge of the pure truth, what is really happening.

The auto-replication process in the comprehensive virtual model in the Specific Artificial Intelligence for Artificial Research in tectonics, in conclusion, works as follows: every single virtual model is the draw of any single tectonic relation on the terrestrial globe, made from any single empirical hypothesis in tectonics accepted as rational. Once the draw is finished, this draw as a single virtual model of a rational tectonic relation, is going to be incorporated in a comprehensive virtual model of the whole Earth, where are going to be drawing upon the Earth all rational hypothesis accepted before.

Every new incorporation of any new draw as a single virtual model from any empirical hypothesis in tectonic accepted as rational, into the comprehensive virtual model, where are going to be all the draws from every single virtual model, from all the empirical hypothesis in tectonics accepted as rational before, is going to be considered as auto-replication.

But, the auto-replication of the comprehensive virtual model is only the beginning of a new process.

In the same way that at any time there can be thousands and thousands of new single virtual models to incorporate into the comprehensive virtual model, or even the possibility to track permanently if every single model, which has been included previously into the comprehensive virtual model, is still rational, then the comprehensive virtual model is going to be a dynamic model, as if it was an artificial life, where must permanently be tracking that every current single virtual model is still rational, at the same time that is incorporating permanently new ones.

The specific comprehensive virtual model in any Specific Artificial Intelligence for Artificial Research by Deduction, is going to be in fact a kind of specific artificial life on its subject.

The global comprehensive virtual model, what it is the global virtual model, in the Global Artificial Intelligence, is going to be an artificial life of absolutely all subject.

These models of artificial life, specific to one subject or global over all subjects, are based on empirical hypothesis as rational about the present synthetic world, so actually they are going to be descriptive, specific or global, comprehensive models. And, taken this models as previous database, the possibility of, either within the main application of Artificial Research by Deduction as sub-applications, or  through a new range of applications, but collaborating all ofthem very close, the creation of different sub-applications or applications for Artificial Modelling, such as: Artificial Actual Modelling, Artificial Virtual Prediction Modelling,  Artificial Actual Prediction Modelling, Artificial Virtual Evolution Modelling, and Artificial Actual Evolution Modelling.

Artificial Actual Modelling is that process to figure out any single actual model or a comprehensive actual model, from the current facts that are happening right now in the matrix along with the single or comprehensive virtual model. So any single or comprehensive actual model finally is made through 1) any possible draw on the globe or the universe from information that comes directly from the flow of data in the matrix, 2) and all possible rational relations in single virtual model or the comprehensive virtual model.

The actual model of one or more factors would be the draw, upon the Earth or the universe, of their flow of data in the matrix and all virtual models.

The comprehensive actual model would be the draw upon the Earth or the universe all the flow of data adding the comprehensive virtual model.

Artificial Virtual Prediction Modelling, that process to figure out possible future models according to any possible future hypothesis, predicting the possible future as hypothesis according to the possible development of the current rational hypothesis integrated in the comprehensive virtual model. An Artificial Virtual Prediction Modelling, draws in the globe, or the universe, depending where is going to happen the future event, the possible future hypothesis according to the current rational hypothesis accepted in the current comprehensive model. Prediction made using statistic and probabilistic, or any other mathematic method of analysis.

Through Artificial Virtual Prediction Modelling would be possible even to do predictions about the possible future for any single factor, what would be a single virtual prediction as well.

Artificial Actual Prediction Modelling, following the possible future hypothesis made by Artificial Virtual Prediction Modelling, the Artificial Actual Prediction Modelling will be a synthesis between the possible future hypothesis and the flow of data in the matrix that, following the hypothesis should be in the matrix. The Artificial Actual Prediction Modelling would be a very lively simulation about what is going to happen under the possible future hypothesis.

Under the model made by Artificial Actual Prediction Modelling would be possible then predictions about the possible future of every single factor as well.

Artificial Virtual Evolution Modelling, that process that draws a possible model about every possible stage in the evolution from the comprehensive virtual model to the virtual prediction model. Having opportunity also to figure out possible virtual evolutions for every single factor included in the virtual evolution.

Artificial Actual Evolution Modelling, that draws a possible model about every possible stage in the evolution from the actual model to the actual prediction model, inclusion single models about how this evolution is going to evolve in every single factor.

The Global Artificial Intelligence must be able to make rational decisions at any level: virtual or actual, including decisions over virtual predictions and actual predictions, and decisions in every stage in the evolution, virtual or actual, even faster than any other human being, through an Artificial Decisional System (that I will develop in the future) able to integrate all possible decisions, from artificial learning to Artificial Research, by Application and Deduction, and specifically decisions by Deduction and by Artificial, Virtual or Actual, Prediction or Evolution, Modelling.

In order to create this Artificial Decisional System in the Global Artificial Intelligence, firstly is advisable to experiment this kind of systems in other Specific Artificial Intelligences, due to the fact that in Specific Artificial Intelligences the experimentation in decisions based on specific comprehensive virtual models, and possible decisions based on Artificial, Virtual or Actual, Prediction or Evolution, Modelling, are going to give a very wide panorama about how to ingrate all kind of possible decisions, from descriptive information to predictions, in only one decisional system in order to avoid any possible contradiction between possible decisions based on the descriptive results, and possible decisions based on predictions.

All this developments in Impossible Probability, such as developments in Artificial Engineering, developments in Artificial, Virtual or Actual, Prediction or Evolution, Modelling, and a Decisional System, are going to make them in different phases.

With this blog what it has been completed is the range of posts dedicated to Specific Artificial Intelligence for Artificial Research by Deduction, and having the experience and knowledge that I have been produced in this work, the next rage of posts are going to be dedicated to Artificial Research by Deduction in Global Artificial Intelligence, whose final result will be a global virtual model, but it is going to be only the first step in something bigger, such as all the models that I will integrate in Artificial, Virtual or Actual, Prediction or Evolution, Modelling, as a first step for the design of a Decisional System. Although, previously, it is going to be necessary to study how the different prototypes of Artificial Research, by Application and Deduction, can collaborate together, and how the integration process in Specific Artificial Intelligence for Artificial Research by Application finally created an unified data base of categories, and how at the end of this process of unification, there is a possibility to unify all data bases, the unified data bases of categories and the global matrix in only one.

The destiny of the Global Artificial Intelligence is the knowledge of the pure truth: one universe, one intelligence, and only one pure truth.

Rubén García Pedraza, London 17th of February of 2018