Some considerations on Big Data.
As is now well-known, it is a technology which mainly deals with collecting, processing and selecting a huge quantity of different data.
As in some Hegel’s works, here Quantity immediately becomes Quality. The mass of data and the link between them change – hence also its meaning and use change.
A technology or, rather, a series of technologies joined together, which processes many terabytes (2 at the power of 40 bytes, equivalent to 1,048,576 megabytes) at the same time. A huge amount and, above all, simultaneously. Another type of quantity that is immediately turned into quality.
After the creation of the International Telecommunication Union in Geneva in 2017, still led by the Chinese Houlin Zhao, we have some addition alfacts to evaluate the extraordinary relevance of the Big Data Science.
Meanwhile, just the everyday processing-collection of huge amounts of news allows -also by comparison only – the discovery of many new data and often even of industrial or state secrets.
Moreover, if data can be treated with different chains of meaning at the same time, it will be revealed in all its importance and, often, in roles different from those with which we are used to interpret it.
This is obviously essential to make the economic, financial, political, military or intelligence leaders’ analyses and decisions accurate and effective.
Approximately 90% of the data currently present in the world has been generated over the last two years. It seems impossible, but it is so.
Furthermore, every day 2.5 quintillion of new news (every quintillion is 10 at the power of 13) add to the big data networks alone, but 80% of this mass is non-analyzed and cannot be studied with the usual comparative technologies, whatever the speed with which we employ them.
According to other models for analyzing the global news flows, in 2010 over 1,2 zettabytes – i.e. 10 at the power of 21 bytes, equivalent to a sextillion of bytes – were produced in one year only, while in 2020 a total of 35 zettabytes a year will be produced.
Hence the larger the quantity and the form of big data, the lower our ability to use it, if not with very advanced technologies. However, the larger the quantity of big data, the greater the need to choose the policies to be adopted on the basis of these quantities.
Hence, if the world produces all this data, it is inevitable to consider at least the reason for its huge dimension. Hence even the problems are as big as Big Data.
Just think of environmental and ecological issues or of energy and Internet networks.
It seems almost a paradox, but it is inevitable that nowadays the political, military and strategic decision-making is based on a quantity of news by far exceeding what – in the best cases – happened in the twentieth century alone.
Governments, however, mainly need the intrinsic predictive ability these new technologies have.
Certainly big data is currently needed – for example – to predict-manage car traffic in large areas and to organize health, as well as for protection from terrorist attacks or even for environmental protection and protection from natural disasters.
Nevertheless, the Big Data technology is particularly useful for evaluating the development trends of very complex phenomena – trends which become visible and statistically relevant and which are anyway generated only on the basis of huge amounts of data.
However, we are heading for decision-making quantification which is possible, both technologically and ethically, because the huge amount of data collected is anonymous, already structured and, above all, processed for strictly statistical purposes.
With specific reference to military and strategic defense and to intelligence, in particular – which are already the strength of big data technologies – the progress in news gathering stems from the creation of the new In-Q-Tel company “incubator” – at least for the main US intelligence service, namely CIA.
It is the non-profit company which analyzes and later invests in the most technologically advanced projects, or at least in those where there is some relevance for intelligence.
The initial idea for investing in Big Data – at least for the USA and its agencies – was to avoid the most serious mistakes of Human Intelligence (Humint).
As had already happened in Iraq or, previously, in the Lebanon. Still today, however, data is catalogued according to the old system which divides it into structured, semi-structured and non-structured data.
The first class is the one in which each storage element has at least four singular characteristics identifying it. The second class has only some designation features, which are never fully used.
The class of news that currently expands most is obviously that of non-structured data.
Nevertheless the sequence of news to be gathered is more complex: in addition to the typical intelligence collection, there is the operation of cleaning, noting and representing data in such a way that it is readily available for analysis. Furthermore data needs to be processed and specific algorithms to be created, while mechanisms of news similarity must be developed so as to extrapolate the news needed, which are probably not known to human users.
A technology known as data mining.
Algorithms also operate to create data collection models for computers, which can continuously teach computers how to refine their search.
This is what is known as machine learning.
Computers learn from a set of data, defined as “examples”, in an automatic process called learning – hence they automatically adjust their algorithms so as to attribute values and categories already known to examples not yet classified, without deleting or changing the incoming data.
In more practical terms, the thematic big data collections and the creation of examples can permit the wide use of the automatic transcription of audio conversations, with a view to making them usable through key words. Then a sentiment analysis can be made through the reactions on social media. Hence mapping the reaction of the population to an event, a stance, a future law or a future trade war.
There is also – among others – the Geofeedia software, another example of sectoral use and machine learning in the Big Data sector, which is a platform enabling analysts to check the social media in geo-localized areas.
In the case of the analytical process, the large “trawlers” of Big Data are mainly needed to define the most probable strategic scenarios in the future or to create more specific and operative working assumptions in the intelligence field, or to analyze the opinion trends of the public and of the debate within the party and Parliamentary ruling classes.
All this is certainly not enough, because the intelligence that matters is like the black pearl or the black swan, or the particular correlation that – if tested within a range of options – creates the most rational choice or, possibly, even the most obvious one for the leadership of an opposing country.
Here the issue does not lie in collecting all the stamps of New Guinea, but to find the penny black that nobody had seen so far.
Nevertheless the analysis of the popular sentiment, or of the most obvious development trends of a social, financial or natural phenomenon, certainly guarantees that these options will be very probable and above all less “polluted” by adverse operations.
Or is this not the case? Indeed, the trolls’ actions are mainly related to the hybrid war and to the great operations of what -at the time of Cold War – was called dezinformatsjia, literally “disinformation” in Russian.
However, while in a pre-IT phase before the world dimension of the World Wide Web, doing disinformation meant targeting a certain sector of the adversary to fill-saturate it with fake news, which would naturally lead to a wrong decision (to be manipulated as enemy’s mistake or incapacity) or to a decision-making block, or to the decision that the Enemy wants you to take. Everything changes, however, with the trolls, which are a result of Big Data.
Trolls are anyway subjects who interact on the Web with the other participants without disclosing their identity.
Hence the trolls always operate with huge amounts of data that shield them from others’ sight. They enter the social media of vast user communities and finally react so as not to ever disclose their true nature. They often split and create other trolls.
Hence currently online dezinformatsjia operates with large data sets, such as Big Data, and affects the vast masses of Web users with a view to changing their perceptions, their political action – even on the Web -as well as blocking any reaction in the masses penetrated by an Enemy and, indeed, create a new self-image for them.
Much data, many features with which to hide the new identity of users-adversaries – and the more they are flooded with data, the more they will forget their old identity.
This is the action of a troll in the “hybrid war” and hence in what we could today define as an automated “mass psychological war”.
Currently there is both a symmetrical and opposite relationship between the Big Data of two enemy countries – as in the series of frescoes known as The Allegory of Good and Bad Government, painted by Ambrogio Lorenzetti and hosted in Siena’s Palazzo Pubblico.
On the one hand, the Angels ensuring justice – the typically Aristotelian, “commutative” or “distributive” justice – on the other, the Bad Government, the devilish tyrant who administers cruelty, betrayal and fraud, which are the opposite of the three theological-political virtues of the Good Government.
Hence, in more topical terms, Big Data is an extraordinary equalizer of strategic power – there is no longer small or large country, nor even non-State communities, compared to traditional States, which cannot wage a fight – even invisible to the most – with major powers.
Nevertheless, reverting to the current strategic and technological situation, Big Data will have many unexpected effects, at military and geopolitical levels, that we can summarize as follows: a) all “high” and “low” communication will become mobile and geo-localized social media.
Hence, in the future, intelligence will increasingly deal with the selective dissemination of its data, as well as with their careful spatial-personal determination and with their specification according to areas and receptors.
We will have an increasingly tailor-made intelligence. Furthermore, b) the Big Data challenge is somehow the opposite compared to the old Cold War-style technology.
While, in the past, the data collected ranged from Much to Little, looking for the confidential or secret information that changed the whole geopolitical perspective, nowadays it ranges from Much to Much, because the collection of declassified data – if well-processed – generates confidential news and information that are often unknown even to those who generated them.
Currently the secret is a whole technology, not just a mere datum or fact.
It is a technology changing according to the data it processes, precisely at the moment when it processes it.
Furthermore, c) the future “Big Data” solutions will be modeled and increasingly user-friendly.
They will often be intuitive and hence available also to medium-low level operators in the field.
The old division between “analysis” and “operations” will no longer exist. The true or fake news will be so manifold as to become – as such – war actions.
No longer messages to the ruling classes, but mass signals to the masses or selective operations for individual groups.
Moreover, d) the all-pervasive nature of the Web will be such as to create both new information opportunities and unavoidable “holes” that the Enemy will exploit easily.
Nor should we forget the use of other new technologies, such as laser optical space communications, which will make military and “service” communications safer – although further challenges, such as the new encrypted and adaptable “Internet of things”, will already be on the horizon.
In essence, in the intelligence field, Big Data will match the human operators’ analytical potential, thus making them often capable of operating in restricted and selected areas with a speed equal to that of the perceived threat.
A sort of “artisanalisation” of the intelligence Services’ analysis, which will incorporate more data from the action field and will be ever less controllable ex-ante by some central political authorities.
Again thanks to the huge amounts of incoming data (or data targeted to the Enemy), there will be vertical integration between strategic analysis and top political decision-making, while both analytical and operational choices will be entrusted to local units, which will see an ever-increasing integration between operators and analysts.
We must not even forget, however, the real military technologies: the analysis of social networks, which can be automated, at least at the beginning, and manipulate both the popular sentiment and the adversary technologies.
Furthermore the automatic update of the weapon systems networks, increasingly integrated via the “Internet of Things”, as well as intelligence and the analysis of trends for tactical operations. Finally the activity based intelligence, i.e. a methodology – again supported by IT networks – which allows the analysis of even microscopically anomalous behaviors of the enemy’s small patterns of life.
There will be new types of analysis and hence new collections of large (and new) data.
Hence not only Big Data, but new storage for new classes of data.
Moreover, we should not forget a real cultural revolution that all what is very advanced technology will make absolutely necessary.
Hence, while in the past the intelligence area was well defined and regarded a (not always easy) correct perception of the national interest or the position of one’s own stable international alliances, currently – thanks to Big Data -all this becomes not obsolete, but anyway very different from the logic of Nation-States.
Nowadays, for example, the analysis of intelligence Services – at least of the most advanced ones – will be increasingly oriented to the creation-verification of the different fault lines of the opposed public opinions, or to a new sector we could define as “political intelligence”, which is no longer just the manipulation of the enemy ruling classes, but not even the current mass dezinformatsjia spread through Big Data.
In the future, I already see the creation of diversified managerial classes from outside, with the distribution of technologies which is allowed or forbidden depending on the geopolitical choices of one or more adversaries. Hence we shall imagine a new intelligence which, unlike what currently happens, plays a role in the determination of the international “value chains” and in the global distribution of work, but above all of the technologies that enhance it.
Everything will take place ex ante and ever less ex post. Nevertheless this implies a transformation of the ruling classes and hence a profound change in their selection.
Afghan Zarqawi is shot dead in Panjsher valley of Afghanistan
According to intelligence information, the leading Taliban commander Maulvi Habibullah Sheeran, who was known as Zarqawi, a resident of Zhrhai District, Kandahar Province, in the southwestern zone of the Taliban was killed in Panjsher battle.
Meantime, the intelligence report indicates, Mullah Abdul Qayyum Zakir, the general military officer of Panjshir and Andrab and the deputy of the Ministry of National Defense, was injured in Panjshir on Friday, September 16 at 3:25 p.m.
Mullah Abdul Qayyum Zakir, who is considered one of the leading and influential war commanders in the southwest zone of the Taliban, has the support of about 4,000 low-ranking and high-ranking Taliban fighters. He is one of the Taliban military commanders who, during the first mobilization of the Taliban, formed the Taliban group with the support of Mullah Muhammad Omar Mujahid, the founder of the Taliban, and attracted hundreds of young men from Helmand province to the Taliban group.
When the Taliban came to power for the second time in Afghanistan, due to internal differences among the Taliban, Mullah Abdul Qayyum Zakir left the Taliban for a short time and went to his native Kajki district of Helmand province. However, due to the many efforts of the Taliban, especially Mullah Abdul Qayyum Zakir’s assistant and the current head of security of presidential palace Mullah Mutaullah Mubarak, He joined the Taliban again and was appointed as the Deputy Minister of Defense.
Taliban leaders made more efforts to reunite Mullah Abdul Qayyum Zakir with the Taliban, because he was an influential military leader, and on the other hand, Taliban leaders were receiving reports that Mullah Qayyum Zakir wants to join ISIS against Taliban. Nevertheless, when he joined with the Taliban leaders for the second time, he was assigned the position of Deputy Minister of Defense, So, for a period, he cooperated with the Minister of Defense Maulvi Yaqoub as a military advisor in the Ministry of Defense.
When the rumors of the fall of the northern part of Afghanistan were spread and the fighting between the NRF or the National Resistance Front and the Taliban in Panjshir and Andrab intensified, Mullah Abdul Qayyum Zakir, based on the special permission of Sheikh Haibatullah, Appointed General Military Officer of Northern Afghanistan. In addition, from September 9, under his leadership, a special military operation named Al-Fath began in Panjshir and Andarabs to clear and liberate northern Afghanistan from the fighters of the National Resistance Front.
As a result of the operation, from September 9th to September 16th, dozens of NRF fighters were also killed but the casualties of Taliban fighters are methodically shown below, although scores of Taliban fighters were destroyed.
- The bodies of 60 to 70 Taliban fighters who were killed in the battle of Panjshir have been transferred to Uruzgan province.
- The dead bodies of 50 Taliban fighters have been transferred to Kandahar Province.
- The dead bodies of 33 Taliban fighters have been transferred to Helmand Province.
- The dead bodies of 22 Taliban fighters have been transferred to Ghor Province.
- The dead bodies of 11 Taliban fighters have been transferred to Takhar province.
- The dead bodies of 6 Taliban fighters have been transferred to Kunduz Chahar Dara.
- The dead bodies of 12 Taliban fighters have been transferred to Zabul province.
- The dead bodies of nine Taliban fighters have been transferred to Wardag Province.
- The dead bodies of 10 Taliban fighters have been transferred to Dandi Ghori in Baghlan province.
Last Friday, September 16, in the bloody battle, Mullah Qayyum Zakir, the military officer in charge of Panjshir and Andrab, was seriously injured and eight of his bodyguards, who were residents of Helmand and Uruzgan provinces, were killed. Mullah Qayyum Zakir was transferred to the 400-bed hospital in Kabul at 10 o’clock in the evening on September 16, and former Taliban doctor Atiqullah was invited to Kabul from Al-Khair Hospital of Balochistan province of Pakistan for treatment.
There is a bloody war going on in the north of Afghanistan and around 300 al-Fatih forces are going to Panjshir from Kabul tonight and may reach tomorrow. Meanwhile, in Vienna, the plan for the formation of a new military and political movement was announced in a three-day meeting of the anti-Taliban political officials of the former government of Afghanistan. Moreover, based on that military plan, after dividing Afghanistan into five major parts, the political and military leaders of each zone will start preparing their organizations against the Taliban, and they will use such political and military tactics as the Taliban used against the government of the Republic of Afghanistan during the last 20 years of resistance.
U.S. Finally Admits Ukraine Bombs Zaporizhzhia’s Nuclear Power Plant
Unnamed American officials, according to the New York Times, have admitted that the explosives fired against Ukraine’s nuclear power plant in Zaporizhzhia have been fired against the plant by Ukraine’s Government, not by Russia’s Government, and furthermore these officials make clear that Ukraine’s attacks against the plant are a key part of Ukraine’s plan to win its U.S.-backed-and-advised war against Russia, on the battlefields of Ukraine, using Ukrainian soldiers.
Zaporizhzhia is a city in Ukraine that is in Russian-controlled territory, and Ukraine’s strategy is to destroy the ability of the plant to function, so that areas controlled by Russia will no longer be able to benefit from that plant’s electrical-power output. The United States Government helped Ukraine’s Government to come up with this plan, according to the New York Times.
This information was buried by the Times, 85% of the way down a 1,600-word news-report they published on September 13th, titled “The Critical Moment Behind Ukraine’s Rapid Advance”, in which it stated that, “Eventually, Ukrainian officials believe their long-term success requires progress on the original goals in the discarded strategy, including recapturing the nuclear power plant in Zaporizhzhia, cutting off Russian forces in Mariupol and pushing Russian forces in Kherson back across the Dnipro River, American officials said.”
When IAEA inspectors arrived at that plant on September 1st, after a lengthy period of trying to get there to inspect it but which was blocked by Ukraine’s Government, and the IAEA started delivering reports regarding what they were finding at the plant, no mention has, as-of yet, been made concerning which of the two warring sides has been firing those bombs into the plant. Even when the IAEA headlined on September 9th “Director General’s Statement on Serious Situation at Ukraine’s Zaporizhzhya Nuclear Power Plant”, and reported that the plant’s ability to operate “has been destroyed by shelling of the switchyard at the city’s thermal power plant, leading to a complete power black-out in” the entire region, and that “This is completely unacceptable. It cannot stand.”, and closed by saying they “urgently call for the immediate cessation of all shelling in the entire area,” no mention was made as to which of the two sides was shooting into the plant in order to disable it, and which of the two sides was firing out from the plant in order to protect it against that incoming fire. Previously known was only that the city of Zaporizhzhia has been and is under Russian control ever since March 4th. Consequently, all news-media and reporters have known that (since Russia was inside and Ukraine was outside) Russia has been defending the plant and Ukraine has been attacking it, but until “American officials” let slip, in this news-report, the fact that this has indeed been the case there, no Western news-medium has previously published this fact — not even buried it in a news-report.
So, although nothing in this regard may yet be considered to be official, or neutral, or free of fear or of actual intent to lie, there finally is, at the very least, buried in that news-report from the New York Times, a statement that is sourced to “American officials,” asserting that this is the case, and the Times also lets slip there that this “shelling” of that plant is an important part of the joint U.S.-Ukraine master-plan to defeat Russia in Ukraine. It is part of the same master-plan, which the U.S. Government recommended to Ukraine’s Government, and which also included the recent successful retaking by Ukraine of Russian-controlled land near the major Ukrainian city of Kharkov, which city’s recapture by Ukraine is also included in the master-plan. Both operations — the shelling of the nuclear power plant, and the recapture of that land near Kharkov — were parts of that master-plan, according to the New York Times.
The Times report asserts that
Long reluctant to share details of their plans, the Ukrainian commanders started opening up more to American and British intelligence officials and seeking advice. Jake Sullivan, the national security adviser, and Andriy Yermak, a top adviser to Mr. Zelensky, spoke multiple times about the planning for the counteroffensive, according to a senior administration official. Gen. Mark A. Milley, the chairman of the Joint Chiefs of Staff, and senior Ukrainian military leaders regularly discussed intelligence and military support.
And in Kyiv, Ukrainian and British military officials continued working together while the new American defense attaché, Brig. Gen. Garrick Harmon, began having daily sessions with Ukraine’s top officers.
The US over the Horizon Counterterrorism War from Pakistan
In the face of the growing political and security crisis caused by China in East Asia, the US is trying to expand its military presence in South Asian countries and use Pakistan’s air space geo-political and counterterrorism objectives. When the Afghan Taliban came to power in Afghanistan for the second time on August 15, 2021, and on August 30, the 20-year military presence of the United States in Afghanistan came to end completely, while undermining the military and political presence of the United States not only in South Asia but also in the Middle East.
Furthermore, in East Asia, the possibility of an attack on Taiwan by China is also increasing day to day, hence, the United States prioritize the acquisition of an air base at a strategic point in South Asia in coordination with the Pakistani army and the ISI network in Pakistan. In order to get an airport at a point that has easy access to the border areas of three countries such as China, Afghanistan and Iran. Thus, after August 15, 2021, the United States once again expanded military and diplomatic relations with Pakistan in the region by overthrowing the government of the pro-Sino-Russia party of PTI in Pakistan.
Moreover, strategic communication between the high-ranking military and political officials of both countries, namely Pakistan and the United States have started to meet in relation to the security of the region, especially Afghanistan. The most important visit of high-ranking US officials to South Asia was the visit of William Burns, the head of the US Central Intelligence Agency, in early September 2021. Mr. Burns agreed with India and Pakistan on such a security mechanism for the region so that America can once again expand its surveillance and military presence in the region.
Based on that security mechanism, three areas have been marked so that the United States can deploy its drones and naval forces in those areas such as Ladakh, a border region that has been troubled between India and China for years, Shamsi Airport in Pakistan, which is located in Balochistan, and Bagram Air Base in Afghanistan, which is currently under the control of the Afghan Taliban.
From these three areas, number of different types of American unmanned aerial vehicles, including naval forces have been transferred to Pakistan’s Baluchistan Shamsi Airport such as Northrop Grumman RQ-4 Global Hawk surveillance and General Atomics MQ-9 Reaper attack drones. India is still in an uncertain position regarding military cooperation with the United States, and recently, both China and India, in coordination with the defense ministries, have removed soldiers from the Ladakh region.
However, if China does not interfere with the naval forces in the southern port of Sri Lanka, Hambantota, or face to the military development in Sri Lanka, So, India will not delay to give a military base to the US Navy in the Ladakh region. In addition, the third point was Afghanistan, however, several times after August 30, American officials tried to deploy their military forces in Afghanistan under the pretext of protecting the American embassy in Afghanistan through the Taliban’s Doha office in Doha. Nevertheless, it seems that their efforts have failed or the Afghan Taliban have backed away from this move after expanding relations with the Eastern Alliance.
On August 7, 2022, eight days after the killing of Al-Qaeda leader Ayman al-Zawahiri in Afghanistan, Pakistan handed over Shamsi Airport to the CIA for the second time. In return, some of Pakistan’s requests were accepted by the US, which will gradually be adopted into practice.
-Removing the name of Pakistan from the blacklist of cooperation with terrorist groups.
-forcing the International Monetary Fund or IMF to lend to Pakistan, Agreement on comprehensive military assistance with the Pakistan Army.
-in addition to other material and military assistance.
From the Shamsi Airbase, America can easily destroy its targets inside Afghanistan besides; it can monitor the border area of Iran and China as well.
Why Shamsi airbase matters?
Pakistan’s Shamsi Airport, located in Washuk, Balochistan, is only 190 km away from the Durand Line, from where American drones can easily monitor Afghanistan entirely, the border areas of Iran and China and the port of Gwadar. Shamsi Airport, located at an altitude of 340 meters above sea level, has a 3012 meter long runway of plane. This airport was built in 1992 by the United Arab Emirates in the name of bird hunting, which was then controlled by the Americans from 2001 to 2011. But when relations between American forces and Pakistan became strained in November 2011, Pakistan ordered American forces to withdraw from Shamsi Airport. Now, once again, this airport has been handed over to the American forces under the leadership of the CIA, to monitor Afghanistan, Iran and East Asia from here.
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