Developing an AI bot involves several steps, which include:

1. Defining the Purpose: Determine the purpose of your AI bot and what you want it to achieve. It could be for customer service, language translation, or some other task.

2. Data Collection: Collect and clean relevant data that your AI bot will use to train and improve. This data can include text, images, or other types of information depending on the bot's purpose.

3. Choose a Machine Learning Framework: Choose a machine learning framework such as TensorFlow, Keras, or PyTorch that best suits your project requirements.

4. Develop the Model: Use your chosen framework to build and train your AI bot model. This involves setting up the neural network and feeding it with the collected data to learn from.

5. Test and Evaluate: Test your AI bot model using a set of data to evaluate its performance and adjust the model as needed.

6. Deploy: Deploy the AI bot model to the platform or channels where it will be used. This could be on a website, messaging app, or other channels.

7. Continuously Improve: Continuously train and improve your AI bot using new data to ensure that it remains relevant and effective.

Developing an AI bot requires knowledge of machine learning, programming, and natural language processing. It can be a complex process, so it's advisable to seek guidance from experts in the field or use pre-built AI bot frameworks to get started.

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GPT-2 and GPT-3 are both natural language processing models developed by OpenAI, but they differ in several significant ways. Here are some of the key differences between GPT-2 and GPT-3:

Size: GPT-3 is a much larger model than GPT-2, with 175 billion parameters compared to GPT-2's 1.5 billion parameters. This means that GPT-3 has a much larger database of information to draw upon when generating text.

Performance: GPT-3 has been shown to be more accurate and produce higher quality text than GPT-2. GPT-3 is particularly impressive at tasks that require a deeper understanding of language, such as generating coherent and logical text, answering questions, and even translating languages.

Training Data: GPT-3 was trained on a much larger and more diverse dataset than GPT-2, which helps to account for its superior performance. GPT-3 was trained on a vast corpus of web pages and books, while GPT-2 was trained primarily on a subset of web pages.

Flexibility: GPT-3 is more flexible than GPT-2, meaning that it can adapt to a wider range of tasks and contexts. GPT-3 can perform tasks such as translation, summarization, and even writing code.

Access: GPT-3 is only available through an API and requires a fee to access, while GPT-2 can be downloaded and used for free (with some limitations).

Overall, GPT-3 is a significant improvement over GPT-2 in terms of performance and flexibility, but it also requires more computational power and resources to run effectively.

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The GPT-4 machine is a cutting edge new product designed for both developers and IT professionals. It comes with many features that make it easy to use.

At a recent "AI in Focus - Digital Kickoff" event, Microsoft explained that GPT-4 would be "multimodal", allowing AI to translate a user's text into various formats, such as images and sounds. This would enable a call center to automatically convert phone conversations between employees and customers into text.

While there are already AI-powered video creation tools available, such as Meta's Make-A-Video, these technologies can currently only provide text-based responses. GPT-4's multimodal capabilities may help to overcome this limitation, and it may also address the issue of slow response times to user-generated queries that have been reported with ChatGPT.

Overall, GPT-4 is expected to be more powerful than its predecessor, GPT-3.5, and it has the potential to revolutionize the way we interact with AI-generated content. We will have to wait until its release next week to see the full extent of its capabilities.

The GPT-4 is a powerful machine that provides companies with the most accurate results when using multiple platforms and devices. With easy installation and ease-of-use, companies are able to manage their data safely and effectively without breaking budget.

At GPT-4 we're devoted to making sure you get the most out of your technology. That's why we're committed to creating products that are designed with you in mind and help you solve your most complicated needs

GPT-4 is a computer that can do many different things at the same time due to its ability to run multiple tasks simultaneously. It has been designed with the help of developers and IT professionals to provide accuracy in addition to usefulness so that you can get results more quickly than ever before.

Need accurate, quantitative performance testing for your application? GPT-4 is an unparalleled IoT platform that provides a wide variety of features and benefits.

Our goal at GPT-4 is to create a product that can be used by anyone in any setting. It may look simple on the outside but this multimodal emulator provides an infinite amount of opportunity for developers, IT professionals, and technology enthusiasts.

GPT-4 is a multipurpose AI and machine learning tool that helps you create an intelligent product for your end users. Our SaaS platform allows developers to build their own NLP-based systems without any prior knowledge of AI, leading them to create their own AI applications in just 20 minutes!

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As an AI-powered language model, Chat GPT has several features that make it a valuable tool for a wide range of applications. Some of the key features of Chat GPT include:

• Natural language processing: Chat GPT is designed to understand and respond to natural language queries in a way that mimics human conversation.

• Large knowledge base: Chat GPT has been trained on a vast corpus of text data, giving it a deep and diverse knowledge base to draw upon when answering questions.

• Contextual awareness: Chat GPT can understand the context of a conversation and use that understanding to provide more accurate and relevant responses.

• Multilingual support: Chat GPT can understand and respond to queries in multiple languages, making it a valuable tool for communication across language barriers.

• Flexible integration: Chat GPT can be integrated into a wide range of applications and platforms, including chatbots, voice assistants, and more.
• Continual learning: Chat GPT is designed to continually learn and improve over time, adapting to new information and improving its ability to respond to queries.

• Versatility: Chat GPT can be used for a wide range of applications, including customer service, education, research, and more.

This soiled morning, A morning wounded the night before, What we were waiting for; This isn't the awaited morning. Written by Faiz Ahmed Faiz in his famous poem. He talked about the blow of independence. 

Where on one hand Independence Day was a day to be celebrated in India, on the other hand the country was mercilessly divided. Between India and Pakistan.” Between August 1947 and March 19484 half a million Hindus and Sikhsars are forced to migrate from Pakistan to India. 6 million Muslims must move in the opposite direction. 10 million people are displaced in the partition of India. 1 million are dead.” But why did this division occur? the reasons behind it? 

Come, we will try to understand them in today's special video. If you ask people about the Ward, some people can tell very exciting stories. Among the very famous story are Jawaharlal Nehru, Muhammad Ali Jinnah and Edwina Mountbatten. All three studied at the same college in London. Harris College. The story goes like this. They were in a supposed love triangle. That is why Edwina Mountbatten asked her husband Louis Mountbatten to divide India into two countries so that both Nehru and Jinnah could be prime ministers. An exciting story for sure. But it is authentic as a WhatsApp attacker. Because if you think about it at least a little, you will understand how stupid this story is. 

Jinnah started studying law at Lincoln's Inn in 1892. Jawaharlal Nehru was only 3 years old then. And Edwina wasn't even born. Edwina was born in 1901. And Jawaharlal Nehru began studying at Trinity College, Cambridge in 1907. And Edwina did not attend college. many rumors to dispel, but let's put those stories aside and talk about documented history. What actually happened? The country was partitioned on August 14, 1947. But the decision to partition was made months before. As on 18 July, the King of Britain approved the partition plan when he passed the Indian Independence Act. Earlier, on July 5, the British Parliament passed the Indian Independence Act. But even before that, on 3 June 1947, Louis Mountbatten announced a plan for partition. It was known as the Mountbatten Plan.

" My first course in all my discussions, therefore, was to urge the political leaders to accept without reservation the Government's mission plan of 16 May 1946. To my great regret it was impossible to get to live against my will, under a government in which another community has authority, and the only alternative to coercion is partition." Until the very end, only two famous leaders remained who were completely against the partition. One of them was Mahatma Gandhi and the other was Khan Abdul Ghaffar Khan. Other Congress leaders like Sardar Patel and Jawaharlal Nehru had accepted this Partition Plan on 3 June." 

From the British Government's final decision on how power was to be transferred from British to Indian hands. With reservations the Plan was of course well received. From Nehru to Hindus, by Jinnah for the Muslims and by Sardar Baldev Singh for the Sikhs." The situation Sardar Patel talked about had actually been brewing for several years at the time. This was why on April 1, 1947, Gandhi met Mountbatten. He tried desperately to avoid the Ward. Gandhi was so desperate to avoid Partition that he offered the prime ministership to Jinnah. Mountbatten approached Nehru. Nehru said he had no problem with it. And that it had been offered to Jinnah before. And Jinnah had already rejected it. And when it was again offered to Jinnah, Jinnah again refused the offer.

The whole situation was too new for Louis Mountbatten to comprehend. Because he became Viceroy in March 1947. When he first came to India, the then Prime Minister of the United Kingdom, Clement Atlee, advised him to try to avoid Partition. The viceroy before Mountbatten was Archibald Wavell. He was the Viceroy of India from 1943 to March 1947. You would be surprised to know, my friends, that Wavell was actually among the people who tried to avoid partition. In fact he did not want the partition of India. His Simla Conference and the Wavell Plan of June 1945 show his efforts. Our problem actually started with the Viceroy before Wavell. He was a troublemaker. Instead of telling you the whole story in reverse, let me start from the beginning. 

Many people think that the reason for the partition was that Hindus and Muslims could not coexist. That the cultures of Hindus and Muslims were so different that they could not historically remain unified. People who believe this also b believe that the Muslim rulers were all evil. And the Hindu rulers were historically all righteous. Against Muslims, the wars waged in the Indian subcontinent for centuries were based on religion. But none of that is true, my friends. However, it is true that some Muslim invaders were cruel rulers like, But it is equally true, friends, that most of the battles between the rulers of that time were not because of religion, instead stemming from the lust for power. Kings and emperors fought with each other because of their greed for power. 

There is more than enough evidence to prove this. Muslim rulers fought other Muslim rulers. Like the first battle of Panipat between Babur and Ibrahim Lodhi. Both were Muslims. Similarly, the Battle of Patan in 1790. Fought between Marathas and Rajputs. Similarly, the famous Battle of Haldighati in 1576. A fight between Mughals and Rajputs, at first glance it looks like a religious battle between Hindus and Muslims, but the general of Akbar's army was Raja Man Singh, a Hindu. On the other hand, one of Maharana Pratap's army generals was Hakim Khan Suri, a descendant of Sher Shah Suri. While we have witnessed religious fanatic rulers like Aurangzeb, on the other hand we have also witnessed several secular rulers like Leaving aside the talk of former rulers, what about the common people of that time? 

There is the Sufi poet Amir Khusraw. (Muslim) He was born in the 13th century. About 800 years ago. He wrote this about Holi. (A Hindu festival celebrated with colors.) Oh mother, there is so much beauty and color today, O Allah, you are everywhere. My beloved's house is full of colors. It's so colorful today. If today a poet dares to write something similar, the feelings of some people will On the other hand, in the 15th century there were people like Kabir (Hindu). Who were equally opposed to extremist Hindus and extremist Muslims. Some worship Rahim (one of Allah's names) Some worship Ram (Hindu deity) I, humble Kabir, am a worshiper of love. And I worship them both. And Guru Nanak always emphasized unity among all religions. During the times of Akbar, Jahangir and Shahjahan, not only Eid but also Holi was celebrated in the Mughal courts. Holi was referred to as Eid-e-Gulabi. (Festival of Colors) And everyone could participate in Holi celebrations. Behind the Red Fort used to be a huge fair.

They called Diwali as Jashn-e-Charanga. (Festival of Lights) Think for a moment about Tulisdas. Written by Ram Charit Manas. major texts of Hinduism. He did so during the reign of Akbar. Akbar had Ramayan and Mahabharat translated into Persian. In addition, the Nawab of Awadh, Wajid Ali Shah, learned Kathak (a form of Indian dance). known for staging Krishnaleel. Once Holi and Muharram (Muslim festival) were held on the same day. And since Muharram is a day of mourning for Muslims, the Hindus, as a form of respect, said they would not celebrate Holi on that day. When Wajid Ali Shah came to know about this, he came out and celebrated Holi openly. You will find innumerable examples of Hindu-Muslim unity in our history, my friends.But you won't know about them because a particular section of the media and some political parties have based their entire business model on spreading hatred between the Hindu and Muslim communities. Anyway, let's move forward with our story. List all examples. So let's skip ahead to the rebellion of 1857. It was another example of Hindu-Muslim unity. Many Hindu rulers and Muslim rulers fought together against the Company's rule. They all accepted Bahadur Shah Zafar as their commander. After the Rebellion of 1857, their Company's rule over India ended and the British Raj (rule) was established. 

But this rebellion scared the British a lot. They feared that if there were more such revolutions, their rule would soon end. That is why the British Raj adopted their famous policy of divide and rule. Remember that was the time when Advaita Vedānta"Aham Brahmasmi"that all are equal. This sense of equality was very widespread among Indians. To better understand the divide and rule politics of the British, we will also need to understand the basics of the Indian National Congress. The Congress was founded with the help of the British officer A. O. Hume. He was a very spiritual person. He wrote a very bold account of the rebellion of 1857. He wrote that because of the British atrocities, the rebellion of 1857 really happened. Because the British mistreated the Indians. This British officer openly criticized the Viceroy. Therefore, he was demoted from his rank. Later he resigned from his job.Wrote his famous poem Old Man's Hope.In which he tried to arouse Indian demand for a country of his own.Demand an independent nation.Indian National Congress became the central organization of Indian nationalism.Congress demanded that Indians Educated Indians should get more share in government. Dufferin was then viceroy. He gave his consent to the first session of Congress. 

At first the Congress did not bother him. However, he soon realized d that the activities the Congress was preparing posed a threat to the British Raj. And so he began to be careful. He asked the Congress to focus its sessions and meetings on non-political social reforms. But the Congress did not give up. Viceroy Dufferin therefore adopted other techniques to stifle the influence of Congress. He reached out to the rich to ask them to withdraw their patronage from the INC. He made it a rule that no government employee could attend meetings of Congress. He also considered the help of loyal, pro-British people One of them was an educationist, Syed Ahmad Khan. And the second was linguist Shiv Prasad. Both were told to start an anti-Congress movement in the country. So around 1887, Syed Ahmad Khan started giving speeches. demanded that the ICS exams be held in India. Indians have a say in the budget drawn up by the British government. 

That Indians can influence the budget, at least to some extent. Syed Ahmad Khan completely opposed all these demos ands. And advised people to stay away from Congress. This is not a big problem. But the most important thing is that here he started talking about two nation theory. He told people that Muslims are in danger. He claims , that the Hindus would start torturing the Muslims as soon as the British left. In addition, French, Portuguese and German invaders would come to India and exploit the Indians. Therefore, he argued, it would be better for Muslims if Muslims supported the British and the British government. Although Syed Ahmad Khan promoted modern education for Muslims, he established a college in 1875 which is now known as Aligarh Muslim University. But his inflammatory speeches and anti-Congress movement had serious consequences. At the beginning of the 20th century, part of the elite Muslims in the country believed very strongly in this theory of two nations. Because of this, the All India Muslim League was founded in 1906. Of course, the British wanted to fuel the policy of divide and rule, so the British supported this All India, including the Muslim League. The All India Muslim League demanded a separate electorate for Muslims from Viceroy Minto. Congress was strictly against it. Then Congress leader Muhammad Ali Jinnah was also against it. The same Jinnah who later supported Partition. up to this point Jinnah was completely against separate electorates. He believed that this would lead to the division of the country into two parts.At this point, people like Sarojini Naidu saw Jinnah as an ambassador of Hindu-Muslim unity. However, the British saw another opportunity to use Divide and Conquer here. And they approved separate electorates. Giving separate electorates to Muslims meant that there would be some reserved electorates. seats for which only Muslim candidates could contest and only Muslim voters could vote in these elections. The British Raj sanctioned this through the Indian Council Act of 1909. This is also known as the Morley-Minto reforms. But the British did not stop there The Indian Council Act of 1919 was passed later where Sikhs, Europeans and Anglo-Indians were given similar representation. Their policy of divide and rule prospered. More cracks began to form. Among the various religions in the country, this led to a small section of Hindus starting to feel paranoid. They began to feel that nothing was being done for them. That their interests are being overlooked. Therefore, similar to the All India Muslim League, the Hindu League was formed. It was named Akil Bharatiya Hindu Mahasabha. 

It was founded by Madan Mohan Malaviya. Then in 1925 a person named Keshav Baliram started another Hindu organization. It was named Rashtriya Swayamsevak Sangh. RSS. Where on the one hand some Muslims believed the story “Muslims are in danger”, on the other hand some Hindus began to fear that “Hindus are in danger.” Another reason was that the history taught in schools by the British, the history presented to the people, was a distorted version of history. The British showed how Hindus had resisted Muslim rulers throughout history. In 1909, an officer in the Indian Medical Service, Lt. Col. U. N. Mukherjee, wrote several letters to newspapers in Calcutta. He titled the letters, "Hindus: A Dying Race!" In these letters, he talked about his fears about how Hindus were in danger. ndle. The same thing we still hear from some people even after 100 years. He was afraid that the Muslims would take over the whole country. On the other hand, some Muslims were scared that Hindus would take over the country. that was the reason, friends, Fear. This turned into riots over the next few years. In the 1920s, religious unrest between Hindus and Muslims began to take place. 

These riots were not very frequent at first. forward. What role does Savarkar and Hindutva play here? Why and how does Jinnah later turn around? This eventually leads to the Partition. Friends, let's talk about it in one of the next episodes. I think that's enough for today. Today you must know the basic reasons that led to the split. From where these cracks started to form.

Have you ever wondered how the world's most famous dictator Adolf Hitler brainwashed millions of people to become his blind followers? How did this man become the world's most famous dictator? What techniques and strategies did he use to become so? 

How Hitler Brainwashed Millions of People Rise of Adolf Hitler

Imran Khan ( The Prime Minister of Islamic Republic Of Pakistan )

Alternate Titles: Imran Ahmad Khan Niazi

Biography of Imran Khan

Imran Khan, in full Imran Ahmad Khan Niazi, (born 5 October 1952, Lahore, Pakistan), Pakistani cricketer, politician, philanthropist and Prime Minister of Pakistan (2018–22), who became a national hero for leading the Pakistan national team to winning the Cricket World Cup in 1992 and later entered politics as a critic of government corruption in Pakistan.

Early Life and Cricket Career :

Born into a wealthy Pashtun family in Lahore, Khan studied at elite schools in Pakistan and the United Kingdom, including the Royal Grammar School in Worcester and Aitchison College in Lahore. There have been several successful cricketers in his family, including two older cousins, Javed Burki and Majid Khan, who both served as captains of the Pakistan national team. Imran Khan played cricket in Pakistan and the United Kingdom in his teenage years and continued playing while studying philosophy, politics and economics at Oxford University. Khan played his first match for the Pakistan national team in 1971, but did not take up a permanent place in the team until after graduating from Oxford in 1976. In the early 1980s, Khan distinguished himself as an exceptional bowler and all-rounder. in 1982 he was named the captain of the Pakistan team. Khan's athletic talent and good looks made him a celebrity in Pakistan and England, and his regular appearances in fashionable London nightclubs provided fodder for the British tabloid press. In 1992, Khan achieved his greatest athletic success when he led the Pakistan team to its first World Cup title, defeating England in the final. He retired the same year having secured a reputation as one of the greatest cricketers in history.

After 1992, Khan remained in the public eye as a philanthropist. He experienced a religious awakening, embraced Sufi mysticism, and shed his former playboy image. In one of his philanthropic endeavors, Khan served as the chief fundraiser for the Shaukat Khanum Memorial Cancer Hospital, a specialized cancer hospital in Lahore that opened in 1994. The hospital was named after Khan's mother, who died of cancer in 1985. 

Entry into Politics : 

After his retirement from cricket, Khan became an outspoken critic of mismanagement and corruption in Pakistan. In 1996, he founded his own political party, Pakistan Tehreek-e-Insaf (Pakistan Movement for Justice; PTI). In the national elections held the following year, the newly formed party received less than 1 percent of the vote and won no seats. in the National Assembly, but fared slightly better in the 2002 elections, winning the single seat held by Khan. Khan claimed vote rigging was to blame for his party's low vote tally. In October 2007, Khan was among a group of politicians who resigned from the National Assembly in protest against Pres. Pervez Musharraf's candidacy in the upcoming presidential elections. In November, Khan was briefly jailed during a crackdown on critics of Musharraf who declared a state of emergency. The PTI condemned the state of emergency, which ended in mid-December, and boycotted the 2008 national elections in protest against the Musharraf government. Despite PTI's electoral struggles, Khan's populist stances have found support, especially among the youth. He continued his criticism of corruption and economic inequality in Pakistan and opposed the Pakistani government's cooperation with the United States to fight militants near the Afghan border. He also launched an attack on Pakistan's political and economic elites, whom he accused of being Westernized and out of touch with Pakistan's religious and cultural norms. Khan's writings have included Warrior Race: A Journey Through the Land of the Tribal Pathans (1993) and Pakistan: A Personal History (2011). In the months leading up to parliamentary elections scheduled for early 2013, Khan and his party drew large crowds to rallies and won the support of several veteran politicians from Pakistan's established parties. Further evidence of Khan's rising political fortunes came in the form of a 2012 opinion poll that showed him as the most popular political figure in Pakistan. Just days before the parliamentary elections in May 2013, Khan injured his head and back when he fell from a platform at a campaign rally. Hours later, he appeared on television from his hospital bed to finally appeal to voters. The election produced PTI's highest tally yet, but the party still won less than half the number of seats won by Nawaz Sharif-led Pakistan Muslim League-Nawaz (PML-N). Khan accused the PML-N of rigging the elections. After his calls for an investigation were not met, he and other opposition leaders led four months of protests in late 2014 to force Sharif to step down.

The protests failed to oust Sharif, but suspicions of corruption were heightened when the Panama Papers linked his family to offshore holdings. Khan organized a new set of protests in late 2016, but called them off at the last minute after the Supreme Court agreed to open an investigation. The investigation disqualified Sharif from public office in 2017 and he was forced to resign from office. Meanwhile, it was also revealed that Khan had offshore holdings but was not disqualified by the Supreme Court in a separate case.

Elections were held the following year, in July 2018. Khan ran on an anti-corruption and anti-poverty platform, although he had to fend off accusations that he was too cozy with the military establishment. The PTI won many seats in the National Assembly, allowing Khan to seek a coalition with independent members of parliament. He became prime minister on August 18.

As prime minister, Khan faced a growing balance of payments crisis. Although the economy is experiencing growth, imports and debt obligations from before his tenure have skyrocketed in recent years, mainly due to the China-Pakistan Economic Corridor (CPEC) initiative. Just weeks into his tenure as prime minister, the crisis worsened when the United States withheld a promised $300 million in military aid, saying Pakistan had not done enough to stop terrorism. Khan first tried to seek foreign aid from "friendly countries"; since a dozen previous packages from the International Monetary Fund (IMF) had failed to solve Pakistan's macroeconomic problems, his avoidance of an IMF bailout reflected popular IMF fatigue. After failing to secure foreign aid on favorable terms from other countries, Pakistan applied for emergency loans from the IMF. He continued to seek foreign aid from other sources and later received promises of investment from China, Saudi Arabia and the United Arab Emirates.

In addition to courting foreign aid, Khan oversaw several major developments in Pakistan's foreign relations. The country successfully brought the Taliban into negotiations with the United States, improving relations with the country and with neighboring Afghanistan. In February 2019, in a show of force against militants in Kashmir who had recently carried out a suicide attack that killed 40 Indian security personnel, India launched its first airstrike in Pakistan in five decades, raising fears of a new conflict between the two countries. Pakistan downplayed the impact and appeared to avoid escalating the situation. When India re-entered Pakistani airspace, Pakistan shot down two fighters and captured the pilot, but returned the pilot to India soon after. After the incident, Khan launched a crackdown on militants, making arrests, closing a large number of religious schools and vowing to update existing laws to reflect international standards. The COVID-19 pandemic, which began in early 2020, has exacerbated the country's economic woes. . Compared to his critics, Khan was slow to support the lockdown. In contrast, the Sindh provincial government, controlled by an opposition party, quickly imposed a strict lockdown in March. Khan eventually imposed a nationwide lockdown in April; in May, his government began restricting lockdowns to locations with high infection rates.

Blatantly Interference in His Affairs : 

Meanwhile, Khan continued to face opposition due to his close relationship with the military establishment, a crackdown on militants and the fragile state of the economy. In late 2020, the main opposition parties formed a coalition, the People's Democratic Movement (PDM), with the stated goal of increasing the independence of the civilian government from the military establishment. Protests and rallies organized by the PDM accused Khan of being a puppet of the army and called for his resignation. In March 2021, these parties boycotted a vote of confidence initiated by Khan's government, which he narrowly survived with the support of his coalition partners. Later that year, Khan fell out with the military establishment after a failed attempt by Khan to influence its top posts. As frustration grew over persistent inflation, the opposition decided to hold its own confidence vote in March 2022; key PTI allies withdrew from the ruling coalition and several party members also defected. The vote was held, and on 10 April, Khan became the first prime minister in Pakistan's history to be removed by a no-confidence motion. The economy only worsened under the new PML-N-led government, paving the way for the PTI's remarkable comeback months after it was ousted. In a surprise landslide victory, the PTI won 15 of the 20 seats in the July 2022 parliamentary elections in Punjab province, Pakistan's largest province and a traditional stronghold of the PML-N.

But as Khan tried to push his momentum at rallies held across the country, he ran into significant problems. In August, he came under fire for threatening to sue police officers and judges in Islamabad in a speech. He then faced charges for the speech, the first charge in a wave of legal trouble in the coming months. He was temporarily banned from public office in October after the Electoral Commission alleged that he was guilty of corrupt practices. While leading a protest convoy from the city of Lahore to Islamabad in November, he was shot in the leg in an apparent assassination attempt.