Sunday 2 June 2019

Game of thrones-Arya's best moments


With season 8 coming to a bittersweet ending, let us go back in time and look at one of the most impeccable characters of Game of thrones;Arya Stark. When we first saw this skinny little stark girl in seaason 1,we all knew that she was different.Strong,brave and invincible that is what she had been. Here are some of the best moments of Arya Stark
1) Murdering her way out of Harrenhall:After running away from king's Landing, Arya somehow ends up being in Harrenhall, serving Tywin Lannister,but before that she saves a man named Jaqen H'ghar. Jaqen being a member of faceless assassins of Bravos asks Arya of three names that he would be killing for her as gratitude and she ultimately is able run away from Harrenhall.


2)"Something wrong with your leg boy? ". This was definitely one of the most satisfying and chilling moments, as Arya kills Polliver the man who had killed her friend Lommy for being unable to walk and taken her only sword "Needle". She recreates the scene by saying "Something wrong with your leg boy?" Polliver:"what do you mean?" "Fine little blade.Maybe I'll pick my teeth with it." Finishes Arya as she pushes Needle through his throat.


3) Manipulation at its best:At the end of season 7 we see Littlefinger trying to spark a fight between the Stark sisters,all comes to an end when Sansa calls in Littlefinger with him thinking that everything has been going according to his plan. "Little" does he know that in a second his throat will be cut by none other than our gal Arya.


4) Killing the Night king:"I see a darkness in you, and in that darkness eyes staring back at me. Brown eyes, blue eyes, green eyes, eyes you'll shut forever. We will meet again". This was Melisandre's prophecy to Arya in season 3. It came true when Arya put the Valyrian steel through Night king's non existant Heart.


5) FREY PIE: Red Wedding was probably the most gut wrenching scenes in whole Game of thrones season. Hell it was unable for many of us to recover from it! How could we expect Arya to let go of the treacherous Walder Frey? It was DEFINITELY THE MOST SATISFYING MOMENT. The moment we see Walder Frey having a pie given by a servant that turns out to be Arya as she takes off her mask. "They were difficult to carve" Said she. Indicating that she had killed the Frey boys and made a pie of them! Arya cuts his throat immideately after all "Leave one wold alive and the sheeps are never safe"!


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Saturday 1 June 2019

How Artificial Intelligence Works

ARTIFICIAL INTELLIGENCE


Artificial intelligence works by combining huge amounts of data with reckless, iterative processing and intelligent algorithms, allowing the software to learn automatically from patterns or features in the data. Artificial intelligence is a far-reaching field of study that includes many theories, methods and technologies, as well as the following major categories:
·         A NEURAL NETWORK.    It is a type of machine learning that is made up of interconnected units that processes information by responding to external inputs, relaying information between each unit. The process requires multiple passes at the data to find connections and derive meaning from undefined data.
·         COGNITIVE COMPUTING            It strives for a natural, human-like interaction with machines. Using AI and cognitive computing, the ultimate goal is for a machine to simulate human processes through the ability to interpret images and speech – and then speak coherently in response.  
·         MACHINE LEARNING       It automates analytical model building. It uses methods from neural networks, statistics, operations research and physics to find hidden insights in data without explicitly being programmed for where to look or what to conclude.
·         DEEP LEARNING   It uses huge neural networks with many layers of processing units, taking advantage of advances in computing power and improved training techniques to learn complex patterns in large amounts of data. Common applications include image and speech recognition.
·         COMPUTER VISION          It relies on pattern recognition and deep learning to recognize what’s in a picture or video. When machines can process, analyze and understand images, they can capture images or videos in real time and interpret their surroundings.
·         NATURAL LANGUAGE PROCESSING             It is the ability of computers to analyze, understand and generate human language, including speech. The next stage of NLP is natural language interaction, which allows humans to communicate with computers using normal, everyday language to perform tasks.
·         GRAPHICAL PROCESSING UNITS       These are key to Artificial Intelligence because they provide the heavy compute power that’s required for iterative processing. Training neural networks requires big data plus compute power.
·         THE INTERNET OF THINGS       It generates massive amounts of data from connected devices, most of it unanalyzed. Automating models with AI will allow us to use more of it.
·         ADVANCED ALGORITHMS         These are being developed and combined in new ways to analyze more data faster and at multiple levels. This intelligent processing is key to identifying and predicting rare events, understanding complex systems and optimizing unique scenarios.

Interesting History of Pak - Afghan Relations


When we talk about Pak-Afghan relations, many of our liberal friends often pretend as if history of Pakistan and Afghanistan starts from 1979 when Pakistan armed the Mujahideen to overthrow the Russian puppet.

Why do we ignore the Pak-Afghan history from 1947-1979? The long proxy war of 26 years perpetrated by Afghanistan in the name of Pashtunistan (1947-73). Either we are unbeknownst of it or we do it intentionally which is intellectual dishonesty.

Now let me explicate you with what actions did the Kabul regime take during this time.

1. September 1947: Afghanistan became the ONLY country to vote against Pakistan’s membership of United Nations. Keep in mind how fragile the gov of Pakistan was at that moment while considering this extremely hostile beginning by Afghanistan.

2. September 1947: Pashtunistan flag was raised alongside Afghan national flag in Kabul. Afg started arming and funding proxies in the border areas (Afridi Sarishtas & Ipi Faqir) for the ‘Liberation of Pashtunistan’. This led to skirmishes between Pak forces and Afghan proxies.

3. June 1949: While pursuing miscreants who attacked Pakistani border posts from Afghanistan, a PAF warplane inadvertently bombed the Afghan village of Moghulgai on the Waziristan border.

4. July 1949: A Loya Jirga held by Afghan govt at Kabul unilaterally denounced all treaties related to Pak-Afghan international border and announced full support for Pashtunistan. 31st August was declared as ‘Pashtunistan Day’ which was regularly commemorated by Afghan Govt every year.

5. 1948-1949: Afghan-supported proxies announced the formation of ‘Pashtunistan’ in Tirah (Khyber) and Razmak (Waziristan), with Ipi Faqir as President.

6. 1950: Afghan airforce planes dropped leaflets in support of Pashtunistan, inside Pakistan’s tribal areas.

7. Sep-Oct 1950: Afghan army with artillery support attacked Dobandi area of Balochistan and occupied a strategic pass with the aim to cut off Chaman-Quetta Railway link. Pakistan army send reinforcements to the area and retook the pass after a week’s fighting.

8. 1950-51: Three Afghan-led Lashkars attacked Pakistani areas across Durand Line in Khyber Agency.
Afghanistan declared the miscreants as ‘Freedom Fighters’ and used its official Radio and Press for non-stop Pashtunistan propaganda.

9. Pakistan responded by using ‘go slow’ approach on Afghanistan’s trade transit routes.

10. 16 October 1951: Pakistani PM Liaquat Ali Khan was shot dead in Rawalpindi by an Afghan national Said Akbar Babrak. Afghanistan’s govt disowned his act.
Afghanistan’s material+propaganda support for Pashtunistan miscreants continued unabated throughout the 1950s.

11. 30 March 1955: Pakistan’s diplomatic missions in Kabul, Qandahar, Jalalabad were attacked at the behest of Afghan govt and Pashtunistan flag was hoisted on the chancery of Pakistan Embassy in Kabul.

12. September 1959: Afghan King Zahir Shah and PM Sardar Daud reaffirmed their support for Pashtunistan.

13. September 1960: Afghan army troops and militias attacked Bajaur. The attack was repulsed by Bajauri tribesmen with help of SSG forces from Cherat. An account of the battle is shown in the declassified US Embassy document in the reply secion of my comment.

14. March 1961: Afghanistan supplied arms and ammunition to proxies led by Pacha Gul in Bajaur’s Batmalai area for an uprising. The ammunition dump was destroyed by PAF aerial bombing.

15. May 1961: Thousands of Afghan troops disguised as militias attacked Bajaur, Jandul and Khyber. The attacks were repulsed by tribesmen with support of Frontier Corps and aerial bombing by PAF warplanes. President Ayub warned the Afghan side against unprovoked escalations.

16. 6 September 1961: Diplomatic relations between Pakistan and Afghanistan were cut off after Pakistan decided to restrict Afghan transit trade due to its continuous support for Pashtunistan proxies.

17. The relations were resumed two years later, in 1963, when Sardar Doud (the main engine behind Pashtunistan) resigned as PM.

18. September 1964: Afghan Loya Jirga again reiterated support for Pashtunistan (though much mildly than in past).

19. 1964-1972: Relative calm in relations due to Afghanistan’s domestic power struggle issues and democracy experiments. The Pashtunistan issue went on backburner and Pak-Afghan relations normalized to such extent that Afghanistan remained neutral in 1965 and 1971 Indo-Pak wars.

20. 1972-73: Afghanistan restarted support for Pashtunistan; intensified Radio Kabul propaganda and sheltered NAP activists led by Ajmal Khattak.

21. July 1973: Sardar Doud led a bloodless military coup to overthrow King Zahir Shah and declared himself President. One of the reasons he quoted for the coup was Zahir Shah’s supposedly soft approach on Pashtunistan.

22. Afghan official gazette published the Pashtunistan flag and also ran inflammatory reports about terrorist activities of Pashtunistan miscreants. Radio Kabul’s propaganda reached a peak.

23. 1973: In response to renewed Pashtunistan focus by Afghanistan, Pakistani PM Z.A.Bhutto authorized a tit-for-tat response to Afghanistan. IGFC Naseerullah Babar was tasked to train dissident Afghans for proxy purposes inside Afghanistan.

24. This was Pakistan’s first act to use proxies against Afghanistan, after 26 year long proxy war perpetrated by Afghanistan in the name of Pashtunistan (1947-73).

25. Feb 1974: Afghan animosity to Pakistan was so great that Afghan President Doud didn’t
participate in the ‘OIC Leaders Summit’ held in Lahore.

26. Abdul Rahman Pazhwak, the Afghan delegate at the summit, tried to raise Pashtunistan issue on this Unity forum too but got snubbed as no Muslim country’s leader paid any heed.

27. 1973-78: Soon after Doud assumed power, Afghan govt started supporting the Baloch insurgents fighting against Pakistan. Afghanistan sheltered thousands of Marri tribesmen and gave them training+weapons for militant activities inside Pakistan.

28. 1973-78: Afghan govt under Doud continued to support the Pashtunistan proxies. NAP’s militant wing ‘Pakhtun Zalmay’ was funded / trained / armed by Kabul for terrorist attacks in Pakistan.

29. These facts have been confirmed by Jumma Khan Sufi, a close aide of Ajmal Khattak, in his memoirs ‘Faraib e Na Tamam’. Sufi remained in exile for 20 years in Afghanistan and was involved in the Afghan proxy activities in Pakistan.

30. 1973-onwards: Not only was Afghanistan supporting NAP terrorism in Pakistan itself, it also became a hub for Indian interference into Pakistan via Pashtunistan and Balochistan proxies.

31. 1973-onwards: Not only was Afghanistan supporting NAP terrorism in Pakistan itself, it also became a hub for Indian interference into Pakistan via Pashtunistan and Balochistan proxies.

32. NAP leaders were paid monthly stipends and other funds by Indian govt as admitted by Jumma Khan Sufi in his memoirs.

33. February 1975: Hayat Khan Sherpao, Senior PPP minister and ex-Governor NWFP, was killed in a bomb blast. The assassination was carried out by NAP militant wing operating out of Afghanistan (as confirmed by Jumma Khan Sufi some three decades later).

34. April 1978: Afghan President Doud and his whole family were massacred in the Soviet-sponsored ‘Saur Revolution’. The new pro-Communist regime announced all-out support for Pashtunistan.

35. December 1979: Soviet secret service KGB assassinated Afghanistan’s President Hafizullah Amin and nearly 100,000 Soviet forces entered Afghanistan. Babrak Karmal was installed as President by Soviets who pledged to free the ‘holy land of Pashtunistan’ (from Pakistan).
36. Rest the sacrifices and compassion which Pakistanis have shown to Afghanis after 1979 is very clear to all who has unbiased opinion.