Hello,


More of my philosophy about increasing GDP per capita and about competition and about productivity and about Israel and about Hubert Védrine and about discipline and about diversity and about racial nationalism and about race and about smartness and
about specialization and about Globalization and about depletion and pollution of natural resources and about philosophy and about the deeper understanding of the genetic algorithm and about the C++ <chrono> library and about the professionalism and
about RDTSCP instruction and about the Precise Sleep() and about the essence of measuring time in the computer and about the final source code version of my StopWatch and about RDTSCP and RDTSC and about the CPU frequency scaling and about the memory
barriers and about good technicality and the deeper understanding of the StopWatch and and more about x86 and ARM processors and about solar cells and about AES 256 encryption and TSMC and about China and about the Transformers and about Toyota and about
China and about objective truth and about the objective and about the paper about the multiple universes and about quantum world and about consciousness and about mathematics and about the universe and about mathematical probability and about the
positive behavior and about the positive mindset and about patience and about the positive energy and about the "packaging" or "presentation" and about the ideal and about the being idealistic and more of my thoughts..

I am a white arab from Morocco, and i think i am smart since i have also invented many scalable algorithms and algorithms..

So i am saying in my below previous thoughts, that you can increase much
more GDP per capita by increasing much more productivity by making the private sector the powerful motor of the economy and by being specialized in what you do better and by using technology and automation (also using artificial intelligence), but you
have to know how to avoid the negative effects of automation , and here is my important thoughts about it:

"A study by researchers from MIT and Boston University claims that automation is responsible for more than half of the increase in the income gap between the most educated and the least educated workers in the United States. The study estimates that
automation reduced the wages of men without a high school diploma by 8.8% and of women without a high school diploma by 2.3%. These figures have been adjusted for inflation. According to the study by Acemoglu and Restrepo, growing income inequality could
also stem from, among other things, the decline in the prevalence of unions (a highly sensitive topic today in technology companies), market concentration resulting in a lack of competition for labour, or other types of technological change. Acemoglu and
Restrepo's study comes at a time when the debate over whether or not to tax robots is heating up. More and more voices rise to call for a tax on robots to combat the effects of automation on income inequality. In this regard, a study published last month
by economists at MIT suggests that introducing a tax on robot labor, preferably a modest tax, would incentivize companies to retain workers, while offsetting some of the payroll taxes lost through downsizing. Of course, the conclusions of the study are
not unanimous.

According to economists' calculations, an effective tax on robots would probably be between 1% and 3.7%. The report estimates that if the tax is much higher, it would exaggerate the role that robots play in the operational routines of companies; and if
it is lower, companies would have no incentive to retain human employees at all."

Read more here (and you can translate the web page from french to english):

Study claims automation has caused more than half of US income inequality since 1980

https://embarque.developpez.com/actu/340711/Une-etude-affirme-que-l-automatisation-est-a-l-origine-de-plus-de-la-moitie-de-l-inegalite-des-revenus-aux-Etats-Unis-depuis-1980-les-personnes-les-moins-diplomees-semblent-les-plus-touchees/

And following are some of the most important advantages of automation:

1. Automation is the key to the shorter workweek. Automation will allow
the average number of working hours per week to continue to decline,
thereby allowing greater leisure hours and a higher quality life.

2. Automation brings safer working conditions for the worker. Since
there is less direct physical participation by the worker in the
production process, there is less chance of personal injury to the worker.

3. Automated production results in lower prices and better products. It
has been estimated that the cost to machine one unit of product by
conventional general-purpose machine tools requiring human operators may
be 100 times the cost of manufacturing the same unit using automated mass-production techniques. The electronics industry offers many
examples of improvements in manufacturing technology that have
significantly reduced costs while increasing product value (e.g., colour
TV sets, stereo equipment, calculators, and computers).

4. The growth of the automation industry will itself provide employment opportunities. This has been especially true in the computer industry,
as the companies in this industry have grown (IBM, Digital Equipment
Corp., Honeywell, etc.), new jobs have been created.
These new jobs include not only workers directly employed by these
companies, but also computer programmers, systems engineers, and other
needed to use and operate the computers.

5. Automation is the only means of increasing standard of living. Only
through productivity increases brought about by new automated methods of production, it is possible to advance standard of living. Granting wage increases without a commensurate increase in productivity
will results in inflation. To afford a better society, it is a must to
increase productivity.


So I think i am highly smart since I have passed two certified IQ tests and i have scored above 115 IQ, and i mean that it is "above" 115 IQ, so i have to explain on more thing in capitalism, so competition in capitalism and in the global world is not
only on quality and quantity , but it is also on the price of the product or service, so if the price of the product or service goes too much low, so it can be detrimental to the producer of the product or service, so it is why i say that it comes with a
level of volatility, so it is
why it can dynamically create a level of unemployment that has to be managed with the proper social services.

As you have just noticed, i have just explained, read it below, how Israel has become a rich country, but you have to read between the lines, since i am saying that you have to specialize in what you do better so that to increase much more productivity,
and of course you have to read my following thoughts that shows an important rule that is:

5. Automation is the only means of increasing standard of living. Only
through productivity increases brought about by new automated methods of production, it is possible to advance standard of living. Granting wage increases without a commensurate increase in productivity
will results in inflation. To afford a better society, it is a must to
increase productivity.

And you can read more my thoughts about it in the following web link:

https://groups.google.com/g/alt.culture.morocco/c/KN4V-rGRDdU


So I think i am highly smart since I have passed two certified IQ tests and i have scored above 115 IQ, and i mean that it is "above" 115 IQ, so i have just looked at the following new video about Israel from an educated Indian, so i invite you to look
at it:

Just how rich is Israel & how it got there with no oil. And yuan reality check for rupee nationalism

https://www.youtube.com/watch?v=01auN1TprS0


So i think i have to discover important patterns with my fluid intelligence in the above video, so here they are:

So i think that the above educated indian in the above video is not knowing how to abstract smartly and how to explain correctly, so i will do it now, so i think that Israel has increased much more its productivity so that to increase much more its GDP
per capita, and it is the basis important pattern, but of course you have to know that you can efficiently increase much more productivity by making the private sector the powerful motor of the economy and by being specialized in what you do better and
by using technology and automation (also using artificial intelligence), and i think it is what has done Israel, but Israel has not done just that , but it has also balanced its budget by for example cutting on the welfare state. But i invite you to read
my following interesting thoughts about capitalism and about productivity and more in the following web link so that you understand my views:

https://groups.google.com/g/alt.culture.morocco/c/KN4V-rGRDdU


And of course you can read all my below thoughts about the genetic algorithm and about technology and about philosophy so that you understand my views:

I have just looked at the following video of a political analysis of a known french called Hubert Védrine, and here it is:

Frédéric Taddeï - Analyse de la société avec Hubert Védrine

https://www.youtube.com/watch?v=jugb_l8yUmM

So I think i am highly smart since I have passed two certified IQ tests and i have scored above 115 IQ, and i mean that it is "above" 115 IQ, so i say
that the above analysis on the above video of Hubert Védrine is not correct, since he is saying that the West is not what it was, and he is like saying that the West is much weaker, but i think it is not true to say so , since also read my following thoughts of a comparison of USA vs China so that you understand that the West is still powerful:

So i think that USA will solve its deficit problem efficiently,
and i think that's not the problem, since i also think that USA is
borrowing mostly at a low interest rates, since i think in a long-term the interest rates at wich it is borrowing are low since USA is also a well diversified and powerful economy that is really resilient, so it is why i think that the USA government can
handle a "much" heavier debt load since also USA is a well diversified and powerful economy that is really resilient, so it is why i think that USA debt is not problematic, also I think that USA will still be a super power in the future, since the USA
debt is not problematic as i am explaining it, and i also say that we can not compare USA to China, since China has many defects like the "productivity" of China is not good both qualitatively and quantitatively, and China has a debt problem, so China is
constrained by this factor of its debt problem, so China can not attain the level of productivity both quantitatively and qualitatively of that of USA in the near to medium future. But the productivity of USA is good both qualitatively and quantitatively,
and China has other problems such as the quality of education of its workforce is much less than that of USA, it is why China is also lacking much in productivity both qualitatively and quantitatively. And you can look at the following interesting video
so that to understand more:

Why won't China Surpass the United States? - VisualPolitik EN

https://www.youtube.com/watch?v=ZqowS-hlZ3M


So you can read the rest of my thoughts about capitalism and productivity and more in the following web link:

https://groups.google.com/g/alt.culture.morocco/c/KN4V-rGRDdU

So there remains a philosophical question of from where comes the value
of an individual?, so i think since we are diversity , so we have to specialize in what we do better so that to be efficient and it is a matter of discipline , so when we get disciplined at that, the value of the individual comes from the value of this
getting disciplined that makes us a much better society , so as you notice that it is also a matter of patience. So you have to learn at being the right patience at being disciplined on the good philosophy, so of course
you have to learn the good philosophy to people so that they be disciplined at it.

So i think you are understanding my ideas, since also notice how i am answering Le Pen in my below thoughts, so i think that there is no racial nationalism, since humans are diversified, so this one is strong and that one is smart and this one is
artistic and that one is intellectual etc. etc., so it is why i think that it is not about IQ and/or smartness, since i think that this diversity is the most important thing and diversity is necessary and it is why i say that it is about specialization
in what we do better, since i think that what also works well is the following: So capitalism is not a zero sum game, since with a reasonable level of growth, capitalism can both deliver rising living standards for most, and still ensure a relatively
high rate of return to the owners of capital, and what also works well is that we have, in a job, to specialize the individual in what he does better since it increases much more productivity and quality , and what also works well is also to make the
private sector the powerful motor of the economy, since self-interest is most of the time regulated by competition so that to not lead to corruption, as has said it the philosopher and economist Adam Smith, and i think that competition in capitalism with
the good reward is an efficient way that brings good quality , and of course you have to use laws like anti-trust laws so that to regulate capitalism , and of course , and as you are noticing , i am using the values of my new monotheistic religion so
that to soften morals correctly, and you can read about my new monotheistic religion in the below web links. And i invite you to read carefully my following interesting thoughts in the following web link about productivity and about capitalism and more
so that you understand my views:

https://groups.google.com/g/alt.culture.morocco/c/KN4V-rGRDdU


And i invite you to read my previous thoughts so that you understand my views:

So i have just looked at the following video of monsieur Le Pen:

Jean-Marie Le Pen dans L'Heure de Vérité | 13/02/1984 | Archive INA

https://www.youtube.com/watch?v=6tBMdtRn5ZI

And here is my answer in both english and french to Le Pen:

Il me semble que Le Pen a un problème avec la philosophie, car je pense que le peuple européen n'existe pas racialement parlant. En science, il n'y a pas de races humaines en tant que telles, mais il n'y a qu'une seule race humaine. Donc, en
philosophie, il faut être clair et précis. Je pense que le problème est un problème de moralité, car le nationalisme racial ne fonctionne pas bien pour la simple raison que les êtres humains ne se sentent pas pareils les uns aux autres. Les Europé
ens se sentent individuellement différents. Donc, le nationalisme racial est une construction idéologique qui ne fonctionne pas bien. À mon avis, il faudrait regarder le problème plus directement et le résoudre sincèrement. Donc, à mon avis, le
problème est d'ordre moral, puisque l'être humain en tant qu'être humain voudrait bien vivre. C'est pour cela qu'il se défend contre l'autre qui voudrait lui prendre de son bien-être. Comme vous le remarquez bien, c'est pour cela que je marque le
point ci-dessous, en vous faisant remarquer que puisque l'être humain voudrait vivre bien, alors il est constamment en progression exponentielle qui le fait avancer en avant, comme je le fais remarquer ci-dessous. Mais remarquez bien que ce progrès
exponentiel pourrait aussi créer le problème dont je parle ci-dessous en anglais.


It seems to me that Le Pen has a problem with philosophy because I believe that the European people do not exist racially speaking. In science, there are no human races as such, but there is only one human race. Therefore, in philosophy, one must be
clear and precise. I think the problem is a matter of morality because racial nationalism does not work well for the simple reason that human beings do not feel the same towards each other. Europeans feel individually different. Hence, racial nationalism
is an ideological construct that does not work well. In my opinion, we should look at the problem more directly and solve it sincerely. Therefore, in my view, the problem is of moral nature since human beings, as human beings, would like to live well.
That is why they defend themselves against others who would take away their well-being. As you can see, that is why I emphasize the point below, by pointing out that since human beings would like to live well, they are constantly in exponential progress
that propels them forward, as I mention below. But do notice that this exponential progress could also create the problem I am talking about below in English

I have just looked at the following video about Race and IQ:

Race and IQ — Sam Harris and Charles Murray Set the Record Straight on Intelligence Testing

https://www.youtube.com/watch?v=1YfEoxU82us


I think i am highly smart since I have passed two certified IQ tests and i have scored above 115 IQ, and i mean that it is "above" 115 IQ, so i think that the
above video is not smart, since science says that there is no human races, but there is only one human race that we call humans, and the problem is with morality, since in morality we are perfectioning and advancing with an exponential progress, so there
is white european people or others people that will not be able to adapt to this advancing and perfectioning of the exponential progress of our humanity, so it is not only a problem of blacks, since the exponential progress of our humanity can, in the
near future, even make the average IQ and/or smartness of europeans not being able to adapt.

And you can look at the following video about this exponential progress
of our humanity so that you understand:

https://www.youtube.com/watch?v=HfM5HXpfnJQ


I think i am highly smart since I have passed two certified IQ tests and i have scored above 115 IQ, and i mean that it is "above" 115 IQ, so i think i am also a new philosopher, and now i will explain one more important thing, so you have to understand
that it is not about the IQ and about intelligence, since
you have to understand that it is about specialization in the job in what you do better , so you have to adapt and change your way of thinking by understanding it, since so that to be efficient in a society , we have to specialize in a job in what we do
better , and specialization doesn't mean to be smart, and specialization in what you do better can make you rich even if you are not smart, so we are specializing in a job in what we do better since it increases much more productivity and quality, so neo-
nazism is not what we call a smart ideology, since it is incorrectly saying that it is about the IQ and about smartness of the white people, but i am a new philosopher that is explaining that it is about specialization in a job in what we do better, and
of course we have to respect the laws of the country. And i invite you to read all my below thoughts so that you understand my views:

So i invite you to read the following about the positive effects of Globalization on developing countries such as:

1- Globalization has permitted developed nations to invest in less
developed nations which has lead to creation of jobs for poor people.

2- The health and education system in developing countries has benefited
in a positive way due to the contribution of globalization.

So i invite you to read the following article to notice it:

The effects of Globalization on developing countries

Read more here:

https://medium.com/@BonillaXM/the-effects-of-globalization-on-developing-countries-1e465257c400


And read the following article so that to understand a very important thing:

The Limits of the Earth, Part 1: Problems

"In my own new book, The Infinite Resource: The Power of Ideas on a
Finite Planet, I challenge this view. The problem isn’t economic growth,
per se. Nor is the problem that our natural resources are too small.
While finite, the natural resources the planet supplies are vast and far
larger than humanity needs in order to continue to thrive and grow
prosperity for centuries to come. The problem, rather, is the types of resources we access, and the manner and efficiency with which we use them.

And the ultimate solution to those problems is innovation – innovation
in the science and technology that we use to tap into physical
resources, and innovation in the economic system that steers our
consumption.

The situation we’re in isn’t a looming wall that we’re doomed to crash into. It’s a race – a race between depletion and pollution of natural resources on one side, and our pace of innovation on the other."

Read more here:

https://blogs.scientificamerican.com/guest-blog/the-limits-of-the-earth-part-1-problems/


I think i am also a new philosopher, and i think that what works well is the following: So capitalism is not a zero sum game, since with a reasonable level of growth, capitalism can both deliver rising living standards for most, and still ensure a
relatively high rate of return to the owners of capital, and what also works well is that we have, in a job, to specialize the individual in what he does better, and what works well is also to make the private sector the powerful motor of the economy,
since self-interest is most of the time regulated by competition so that to not lead to corruption, as has said it the philosopher and economist Adam Smith, and i think that competition in capitalism with the good reward is an efficient way that brings
good quality , and of course you have to use laws like anti-trust laws so that to regulate capitalism , and of course , and as you are noticing , i am using the values of my new monotheistic religion so that to soften morals correctly, and you can read
about my new monotheistic religion in the below web links. And i invite
you to read carefully my following interesting thoughts in the following web link about productivity and about capitalism and more so that you understand my views:

https://groups.google.com/g/alt.culture.morocco/c/KN4V-rGRDdU

And so that to understand my views as a new philosopher, i invite you to read my below just new thoughts about the genetic algorithm and all my below thoughts of my philosophy:

I think that the low probability mutations in the genetic algorithm permits to explore , so you have to read carefully all my new thoughts below about the genetic algorithm so that you understand how the human genetics works by also using natural
selection, but here is my new question to ChatGPT that explains more and read my below thoughts about genetic algorithm so that you understand much more:

And here is my new question to ChatGPT:

So from what i understand , the exploration in the genetic algorithm is using an approximation, since the high degree of exploration permits to find a better global minimum and after that we explore in this near better global minimum so that to make the
probability of finding a better global minimum better, so this shows that the genetic algorithm search is a much better search than brute force search.

And ChatGPT has just answered me the following:

"Yes, you have captured the essence correctly. Exploration in optimization algorithms, including genetic algorithms (GA) , involves searching the solution space to discover potentially better solutions. The initial high degree of exploration allows for
the discovery of diverse regions, including the global minimum.

During the exploration phase, the algorithms aim to approximate the global minimum by sampling different areas of the solution space. This broader search helps in avoiding premature convergence to suboptimal regions and increases the probability of
finding the true global minimum.

Once a promising region or solution is identified, the algorithms transition into an exploitation phase. In this phase, they concentrate their search in the vicinity of the promising region to refine and improve the solutions. By focusing the search
around this area, the algorithms increase the probability of finding a better global minimum, as they are now exploring within a region known to contain good solutions.

This two-step process, starting with a higher degree of exploration and transitioning into exploitation around promising regions, allows the algorithms to balance the search for global optimality while refining the solutions found.

The exploration phase sets the foundation by exploring a wide range of the solution space and identifying potentially good regions or solutions. Subsequently, the exploitation phase intensifies the search in the vicinity of these promising areas to fine-
tune the solutions and potentially discover even better solutions.

By combining these exploration and exploitation strategies in the genetic algorithm increase the likelihood of finding better global minima, improving the overall efficiency and effectiveness of the optimization process."

More of my philosophy about the evolution of genetics of humans and about the genetic algorithm and more of my thoughts..

The cost function of a neural network is in general neither convex nor concave, so in deep learning you can use evolutionary algorithms such as the genetic algorithm and such, so you have then to know that in such situations you have to loop in a number
of iterations so that to find better solutions, so for example the genetics of humans has evolved in a such way , since i think that the great number of iterations with the crossover steps and the mutations and the selection of the process of evolution
of genetics of humans that look like a genetic algorithm, is what made humans be so "optimized" by for example having a smart brain, and of course you have to read my following thoughts so that to understand the rest of the patterns that i have
discovered with my fluid intelligence:

More of my philosophy about the Traveling Salesman Problem Using an Evolutionary Algorithm and more of my thoughts..

I invite you to look at the following interesting just new article
of Visual Studio Magazine of The Traveling Salesman Problem Using an Evolutionary Algorithm with C#:

https://visualstudiomagazine.com/articles/2022/12/20/traveling-salesman-problem.aspx


I think i am highly smart, and I have passed two certified IQ tests and i have scored above 115 IQ, and i mean that it is "above" 115 IQ, and i have just understood rapidly the above program of The Traveling Salesman Problem using an evolutionary
algorithm(a genetic algorithm) with C#, and i think that i am discovering the most important patterns with my fluid intelligence in the above program of the Traveling Salesman Problem using the genetic algorithm, and it is that the "crossover" steps in
the genetic algorithm exploit better solution, and it means that they exploit locally the better solution, and using "mutation(s)" in the genetic algorithm you explore far away from the locally, and if the exploration finds a better solution , the
exploitation will try to find a better solution near the found solution of the exploration, so this way of the genetic algorithm to balance the explore and the exploit is what makes the genetic algorithm interesting, so you have to understand it
correctly so that to understand the genetic algorithm.

I think i am highly smart, and I have passed two certified IQ tests and i have scored above 115 IQ, and i mean that it is "above" 115 IQ, so i am again discovering patterns with my fluid intelligence, and it is that the standard genetic algorithm has a
problem, and it is that it can get stuck in a local optimum and have a premature convergence and the premature convergence of a genetic algorithm arises when the genes of some high rated individuals quickly attain to dominate the population, constraining
it to converge to a local optimum. The premature convergence is generally due to the loss of diversity within the population, so i think that you have to solve this problem by using "probability", i mean that you have to divide the population of the
genetic algorithm in many groups of population and do the crossover and mutations in each group, so this will lower much more the probability to a small probability of getting stuck in a local optimum and of having a premature convergence, so then i will
invite you to look above at the just new article of Visual Studio Magazine of The Traveling Salesman Problem using an evolutionary algorithm with C#, and how it is not talking about all my patterns that i am discovering with my fluid intelligence, and it
is not explaining as i am explaining the genetic algorithm.

So as you are noticing that in my new above thoughts, i am saying that the distribution of the population fights the premature convergence by lack of diversity, but why am i not saying a "good" distribution? since it is inherent that the population has
to be well distributed so that the genetic algorithm explores correctly. And as you have just noticed that this thoughts are the thoughts of mine that i am discovering and sharing them with you.

I think i am highly smart, and I have passed two certified IQ tests and i have scored above 115 IQ, and i mean that it is "above" 115 IQ, so
as you have just noticed, i have just showed you how to avoid premature convergence by lack of diversity, read about it above, but i think i have to explain one more important thing about the genetic algorithm, and it is that when you start a genetic
algorithm, you are using a population, so since the distribution of the population also fights against the premature convergence by lack of diversity, so then so that to lower the probability to a small probability of getting stuck in a local optimum by
lack of diversity, you can rerun the genetic algorithm a number of times by using a new distribution of the population in every execution of the genetic algorithm and using a good size of the population, or you can use my above methodology so that to
avoid it efficiently in a single execution.


So i think i am highly smart since I have passed two certified IQ tests and i have scored above 115 IQ, and i mean that it is "above" 115 IQ, so you have to understand the essence of measuring the time in computers ,
so for example C++ <chrono> library does not provide a direct way to retrieve the CPU frequency. The C++ <chrono> library primarily deals with time-related operations, such as measuring durations and performing time point calculations, but the best
accuracy of C++ <chrono> library is in nanosecond, so it is not good, since you also need the accuracy in CPU cycles or ticks as is providing it my new StopWatch, so i invite you to study my new StopWatch so that to know how to implement a good StopWatch,
so i invite you to read my below previous thoughts about the StopWatch so that you understand my views:


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