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Generative artificial intelligence (GenAI) has taken the world by a storm. It has drawn the attention of academia, businesses and governments around the world. This technology is expected to transform almost every sector from business and commerce to government, industries and defense. Are Pakistanis aware of its potential? Is Pakistan getting ready for what is being described as the "AI Revolution"? Let's examine the answers to these questions.
AI awareness is rising among Pakistan’s general public. The country ranks third with 76% of people being aware of ChatGPT, according to Stanford University’s AI Index Report 2024 covering a survey of 31 countries, including the United States, Europe and East Asia. India (82%), Kenya (81%), Indonesia (76%), and Pakistan (76%) have the highest awareness rates in the world. Brazil and Canada have 64% awareness, UK and Japan 61%, China, Germany and France 60% and the US 55%. Poland reported the lowest awareness, at 43%. Globally, 17% of users utilize it daily, 36% weekly, and 16% monthly. India (36%), Pakistan (28%), and Kenya(27%) report the highest levels of daily usage.
Pakistan is among the top 4 countries for enrollment in Coursera online GenAI courses, according to Jeff Maggioncalda, CEO of Coursera. India, Egypt, Pakistan, and Brazil, make up more than half (52%) of GenAI enrollments on Coursera. It offers more than 4,600 courses and 55 Professional Certificates in up to 21 popular languages, including Arabic, Hindi, and Spanish. Coursera, a global online education platform, was launched in 2012 by two Stanford Computer Science professors, Andrew Ng and Daphne Koller.
Pakistan's HEC (Higher Education Commission) has established a partnership with Coursera to give access to online quality education in Pakistan. As a result, more than 200 universities have gained access to Coursera’s library of courses. Over 267,000 courses have been completed with students logging over 1.4 million learning hours. More than 45,000 learners have achieved deep-skills specialized certifications from internationally recognized institutions, the most popular specializations being Communication, Data Analysis, and Leadership and Management, according to Coursera.
Ashar Aziz Foundation, created and funded by Pakistani-American technology entrepreneur Ashar Aziz, has sponsored Advanced AI Bootcamps at the National University of Science and Technology (NUST) in Islamabad. The bootcamp series not only provides theoretical knowledge but also emphasizes practical, project-based learning, according to NUST.
The first AI bootcamp, which focused on Deep Neural Networks (DNNs), was successfully completed at NUST in November 2023. The second bootcamp provided participants with in-depth knowledge and hands-on experience in the development and application of LLMs (Large Language Models). Ghulam Ishaq Khan Institute of Engineering Sciences & Technology (GIKI) also joined this initiative in 2024, conducting its own DNN-focused bootcamp. Participants have the opportunity to work with advanced technologies, including access to a 10xH100 NVIDIA GPU AI supercomputer, ensuring they are well-prepared to tackle real-world challenges in AI. As part of its ongoing efforts, NUST plans to partner with additional universities across Pakistan to further scale this initiative, ensuring that more students have access to high-quality AI training, according to NUST.
Smaller towns in Pakistan are also setting up AI programs with the help of Pakistani-Americans. For example, Stanford educated AI expert Shoaib Lari and Silicon Valley based technology executive Jalil Shaikh have helped Islamia University Bahawalpur start an AI program. Jalil Shaikh is now working with US-based companies to place the first group of graduates from this program.
STEM education underlies Artificial Intelligence. Pakistan stands 4th in the world with 642,562 students enrolled in STEM courses– behind Nigeria (675,371), the US (4,639,771) and India (6,000,967), according to Coursera's Global Skills Report 2023. My own estimate based on HEC data is that STEM enrollment in Pakistan exceeds one million.
The Pakistan government has released its National AI Policy Draft for comments. It focuses on how AI can help the country promote its national competitiveness and improve the lives of its citizens by outlining a wide range of developmental initiatives necessary for awareness and adoption of AI, reimagining the transparent and fair use of personal data using AI, and stimulating innovation through industry-academia collaborations and investments in AI-led initiatives. The Pakistan government has set up a National Center for Artificial Intelligence (NCAI) at the National University of Science and Technology (NUST). NCAI has created a a consortium model consisting of 6 public sector universities with 9 specialized research centers spread across Islamabad, Lahore, Karachi, Peshawar.
Pakistan has also seen several private-sector led initiatives to create greater awareness of AI. For instance, Karachi.AI is recognized as a premier community for Applied AI practitioners. Established in 2017, the community proudly hosts over 10,000 members representing various domains. Its mission revolves around three central pillars: raising awareness, promoting engagement, and driving execution. Karachi. AI hosts regular meetups in Karachi, which are also live streamed on its YouTube channel, along with other educational content about AI.
In addition to skilled human capital, the GenAI apps require a lot of digital public infrastructure, powerful computers and large data centers to securely store and rapidly access vast amounts of data. A number of private investors are jumping in to build data centers in Pakistan. Mari Petroleum Company Limited (MPCL) is planning to develop data centers across the country as part of an expansion into digital infrastructure. Chakwal Spinning Mills Limited, has recently said it was pivoting to develop data centers.
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Pakistani IT firms showcase AI, Big Data solutions at Amsterdam tech exhibition
https://www.arabnews.com/node/2573786/pakistan
ISLAMABAD: Four Pakistani information technology firms showcased cutting-edge artificial intelligence (AI) and big data solutions at an exhibition in Amsterdam this week, highlighting the country’s role as a key player in the global tech arena, the commerce ministry said on Thursday.
The AI and Big Data Expo Europe was held from Oct. 1-2 in Amsterdam, featuring next-generation technologies and strategies in the world of artificial intelligence. The event was sponsored by the Trade Development Authority of Pakistan and included various speakers from the fields of data science.
AI technology enables computers and machines to simulate human learning, comprehension, problem-solving, decision making and creativity. Big data refers to extremely large and diverse collections of structured, unstructured, and semi-structured data that continues to grow exponentially over time. Big data is used in machine learning, predictive modeling, and other advanced analytics to solve business problems and make informed decisions.
“Four leading Pakistani IT companies Reach the Globe, ICILtek, NorthBay Solutions and Sofizar/ ConstellationCK proudly represented Pakistan at the AI and Big Data Exhibition Europe at the RAI Convention Center in Amsterdam,” the commerce ministry said in a statement on Thursday.
Pakistan’s embassy in The Hague played an important role in promoting the participation of these companies by ensuring a “seamless setup” of the Pakistan Pavillion, the ministry said. It added that the embassy also facilitated booths for local companies and promoted Pakistani IT firms in front of visitors from different sectors.
The Pakistani embassy hosted a networking dinner to bring together local IT firms and key stakeholders representing Dutch companies, the statement said. The dinner provided a platform for Pakistani and Dutch businesses to discuss collaboration opportunities.
Muhammad Shafiq Haider Virk, Pakistan’s trade and investment councilor in the Netherlands, said the participation of the four local companies demonstrated the South Asian nation’s growing expertise in AI and big data.
“The Embassy of Pakistan in The Hague will continue to support and promote Pakistani businesses on the global stage, strengthening our trade ties with the Netherlands and Europe,” he said.
Generative Artificial Intelligence and Deterrence Stability between India and Pakistan — Global Security Review
https://globalsecurityreview.com/generative-artificial-intelligence...
Imagine a scene. It is the Indian military command center on the night of May 28, 2028. A high-ranking Indian military officer sends a message to a subordinate commander; Pakistan has initiated a preemptive strike. Prepare for a retaliatory strike. This is not a drill.
Missile flight time between both India and Pakistan is a few minutes. Hence, commanders do not have time for verification and decide to launch a retaliatory strike on warning.
In Pakistan, a high-ranking Pakistani military officer contacts Pakistan’s prime minister to tell him India has initiated a nuclear strike, and an immediate response is required. The prime minister immediately orders a counterstrike. Pakistan proceeds to counterstrike protocols.
Missiles begin crossing borders between India and Pakistan as the world hurtles towards a nuclear catastrophe in South Asia. The world’s worst fears are realized. It is only later realized that the high-ranking Indian military officer’s message to an Indian commander was made by a nuclear command-and-control system embedded with generative artificial intelligence (AI).
The Role of Generative AI in Modern Warfare
The use of generative AI, which is best exemplified by ChatGPT, by an adversary, or third party, can impact deterrence stability between India and Pakistan. In a worst-case scenario, it could trigger a nuclear war, like the scene mentioned above. Should generative AI be embedded in nuclear command-and-control systems, it is theoretically possible that hyper-personalized messages, like the one described above, could be generated in a system that was not originally designed to allow such an outcome. The potential for a tailored message, for specific individuals, is possible.
Traditionally, content and information generation were based on human creativity. However, at present, generative artificial intelligence is being considered as a tool for digital transformation. Generative AI is a deep learning model which has the capability to generate synthetic media including text, video, and audio—dependent on training.
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Generative AI and Deterrence Stability: A Scenario for De-escalation
It is the night of May 28, 2028, at India’s military command center. A high-ranking Indian military officer sends a message to a subordinate commander; Pakistan has initiated a preemptive strike. Prepare for a retaliatory strike. This is not a drill.
Flight time between India and Pakistan is a few minutes. Hence, commanders do not have time for verification and need to decide quickly whether to launch a retaliatory strike. He calls the command center to verify the message received.
India’s prime minister is contacted immediately concerning the message received by one of his commanders. He picks up the hotline to Pakistan’s prime minister and asks, “Have you launched nuclear weapons?”
Pakistan’s prime minister responds, “Not at all. This is fake!”
India’s prime minister informs the military command center. The crisis is averted, and nuclear weapons are not used.
Confidence-building measures, which were present in the second scenario, have the opportunity to change the outcome of a conflict. Given the potential for artificial intelligence to be used in nefarious ways, it is time to take action to avert such a crisis.
Pakistan executes AI-powered criminal identification system | Biometric Update
https://www.biometricupdate.com/202402/pakistan-executes-ai-powered...
Pakistan is rapidly advancing into a technologically advanced era, and its provinces are embracing innovation to transform law enforcement systems. The Punjab Safe City project, a joint project between Punjab Police and PITB, is leading this change by implementing the AI-powered Face Trace System (FTS) to increase the effectiveness of biometric criminal identification and detention.
Not to be outdone, Safe City Projects in Sindh and Khyber-Pakhtunkhwa (KPK) are progressing significantly. While KPK is leading the way with its ground-breaking AI security control system in Peshawar, Sindh promises increased security with the completion of the Karachi AI facial recognition project soon.
Baluchistan is getting close to finishing its Quetta Safe City Project, which is adding to this momentum. This project intends to improve security protocols and update law enforcement with more than 1,400 strategically placed IP cameras spread over 255 sites. The initiative, which was designed domestically, demonstrates Baluchistan’s dedication to digital technology independence.
These programs demonstrate Pakistan’s commitment to using biometric technology to follow terrorists, suspects, accused parties, and criminals across the country as they develop. The Face Trace System (FTS), was created to improve accountability, efficiency, and dependability in digitally tracking down criminal identities.
The execution of Face Trace System (FTC) in Punjab
The Automated Number Plate Recognition (ANPR) System, which is based on artificial intelligence (AI) and uses sophisticated technology to identify vehicles involved in criminal activity, is one of the technologies represented by the development of the FTS. This system records and captures license plate information. Chairman of the Punjab Information Technology Board, PITB, Faisal Yousaf, briefed the Media. The Facial Recognition System, which is based on Artificial Intelligence, takes pictures automatically and compares them with a vast database that has been compiled. This database includes 18 million driving license records and pictures, 1.8 million records from the Crime Record Branch, 1.3 million from the Punjab Khidmat Marakaz, and 300,000 records of accused persons and criminals from Punjab prisons. Law enforcement officials can identify and track suspects who CCTV cameras and other sources with the use of this system have identified.
An important step towards Punjab province’s goal of modernizing law enforcement is the introduction of new digital technology. With the help of this extensive database and the user-friendly online platform of the FTS, investigations are accelerated and laborious processes are replaced with smooth identification and verification. Identification procedures are streamlined using AI-driven facial and vehicle number plate recognition, which cuts down on the time and resources required for investigations. With these cutting-edge capabilities, police can ensure public safety by responding swiftly to track illegal activity. Furthermore, law enforcement’s efficiency in holding suspects is improved by the FTS’s capacity to arrest offenders in a multiplicity of settings.
The progress of AI-driven safe city project in Sindh province
Advancements in surveillance technology
A paradigm shift in law enforcement technology is represented by the Safe City project of Sindh province, which uses surveillance systems. This system, which consists of carefully placed cameras with cutting-edge capabilities like facial recognition, night vision, and vehicle plate recording, raises the block for public safety and crime prevention. Law enforcement officials may now quickly identify and monitor suspects by utilizing state-of-the-art AI technology, which improves their ability to initially maintain law and order across vulnerable parts of Karachi city.
The global AI revolution demands that Pakistan urgently integrate AI across key sectors, including healthcare, agriculture, manufacturing, and energy. AI can boost productivity and unlock economic potential, but international collaboration and tech exports are also crucial for positioning Pakistan in the global arena. Reskilling the workforce is equally essential.
https://www.dawn.com/news/1861988#:~:text=The%20global%20AI%20revol....
By focusing on tech education, talent development, and promoting freelancing, Pakistan can build a future-ready workforce while preventing further talent exodus. Based on the latest Pakistan Economic Survey for 2023-24, over 13.53 million Pakistanis have officially migrated to work in more than 50 countries by April 2024.
But what happens when countries absorbing Pakistan’s talent face their own AI-driven job crises? AI is set to displace millions of jobs globally. Key destinations like Canada, the UK, Germany, and the US are already experiencing AI disruption. If opportunities abroad diminish, remittances may no longer ease economic pressure, leaving Pakistan’s youth with limited prospects both at home and abroad.
Globally, AI is projected to contribute $15.7 trillion to the economy by 2030, according to a PwC Global Artificial Intelligence Study. Yet, an International Monetary Fund analysis explains that AI exposes 40 per cent of global jobs to automation, with up to 60pc of jobs in advanced economies affected. In response, millions of workers are undergoing retraining, with employers prioritising AI skills by 2027.
When asked whether UBI could sufficiently mitigate AI-driven job displacement, experts remain uncertain. While UBI may provide relief in countries with strong social safety nets, it is less feasible for developing nations like Pakistan. With a workforce vulnerable to automation, Pakistan must prioritise alternative strategies — reskilling, sectoral reforms, and proactive policies — to protect jobs.
However, structural gaps in education, science, and technology impede Pakistan’s preparations. Poor execution of technological strategies, insufficient monitoring, and a lack of skilled resources prevent Pakistan from capitalising on AI opportunities. Without targeted reforms, the country risks falling behind in the global race for innovation.
A significant challenge lies in the disconnect between key stakeholders and the absence of a unified vision for science, technology, and higher education. Addressing these gaps is critical for creating an environment conducive to AI adoption. Yet, AI remains a low priority in national policies. Pakistan also lacks a comprehensive commercialisation framework for research and development, which hinders collaboration between researchers and industry.
The Technology Readiness Level (TRL) system, developed by the US National Aeronautics and Space Administration, could offer a structured approach to guide innovation from concept to market deployment. Without such frameworks, ad-hoc commercialisation of research limits its impact, weakening the bridge between academia and industry.
Why Pakistan is your next Technology Hub?
https://zigron.com/2024/05/24/why-pakistan-is-your-next-technology-...
Pakistan – The Next Technology Hub
The world will need 80M software engineers by 2030 to keep up with the technological pace. There will be a shortage of estimated 30M technologists, and with the Russia/Ukraine war, this gap will only grow. With India up to its neck and talent gobbled up by more prominent companies; Pakistan is the only logical destination for technology resource hiring. Pakistan has universities, advanced infrastructure, government policies, and existing 300,000 talent growing rapidly by multitudes. With all these in place, Pakistan is today’s destination for finding tech talent. With Zigron’s past and current experience of serving startups to multi-billion dollar organizations; Zigron is here to bridge this gap for the companies facing a shortage of skilled tech workers today and in the future.
Why is Pakistan being termed Asia’s next Tech Hub?
Pakistan is the 3rd largest IT-enabled services exporter, with more than 40 percent software development. Pakistan is continuously creating high-tech industries and expanding its cyber security, system integration, data center, and IT outsourcing, i.e., AI, ML, IoT, Blockchain, Big Data Analytics, and Cloud Engineering. The biggest reason of all is that Pakistan is home to more than 144 universities; with some top-ranked world universities like NUST, GIKI, FAST, LUMS, UET, NED, etc., offering IT and Engineering degree programs that have so far produced over 300,000 IT professionals with expertise in AI/ML, Data Scientists, Full Stack, DB, DevOps, Designers, UI/UX, Embedded, Firmware Engineers, etc. In addition, they have been producing hardcore engineers like Electrical, CAD, Structural, Solar, Wind, Civil, Geotechnical, etc.
Pakistani universities are on the mission to make world-class talent and continue to do so with skills unmatched and dexterity unprecedented. Sky being the limit, skilled Pakistani talent is all you need to grow into a giant organization with technology expertise like AI, ML, IoT, Blockchain, Big Data Analytics, Cloud, etc. With all the efforts to further support and advance these industries; Govt is expecting 50 billion USD annual exports from the technology sector by 2030. With a lot to offer in the tech industry; Pakistani engineers are fully equipped to play their vital role in helping companies grow and succeed. Zigron also takes huge pride in being a pioneer in offering top-of-scale IT services and Engineering talent globally over the past 15 years and continues to enrich the IT world with its state-of-the-art solutions and services.
Pakistan’s IT exports are at an all-time high, with over a 30 percent growth in the last eight months.
Pakistan has made significant successes in IT exports and crossed a mark of 2 billion USD last year. Although numbers are good; there is still a significantly undiscovered IT talent that is yet to be unleashed and utilized to the full extent. Seeing the tech-minded youth, Prime Minister Imran Khan launched a ‘Digital Pakistan’ initiative; focusing on connectivity, digital infrastructure, digital skills, innovation, and entrepreneurship to further upskill the unexplored talent. The government of Pakistan has taken the forefront to uplift tech minds and help them grow by establishing a Special Technology Zones Authority (STZA) to develop a high-tech economy for rapid growth.
IT Exports Up By 42% in September 2024
By ProPK Staff | Published Oct 21, 2024 | 5:03 pm
https://propakistani.pk/2024/10/21/it-exports-up-by-42-in-september...
The country’s information technology and IT-enabled services (ITeS) export remittances comprising computer services and call center services went up by 42 percent to $292 million during September 2024 compared to $206 million in the same period last year, latest data from the State Bank of Pakistan (SBP) revealed on Monday.
During September 24, technology exports went up 42 percent YoY but down 2 percent MoM, still contributing 44 percent of the overall services exports.
In the first quarter of fiscal year 2024-25, technology exports were up 34 percent at $876 million compared to $656 million in 1QFY24.
IT export remittances reached an all-time high of $3.223 billion in the fiscal year 2023-24 while registering 24 percent growth when compared to $2.596 billion in 2022-23.
Minister of State for IT and Telecommunication Shaza Fatima Khawaja shared that YoY jump in IT exports is due to (i) IT export companies growing client base globally, especially in GCC region, (ii) relaxation in the permissible retention limit by the State Bank of Pakistan, increasing it from 35 percent to 50 percent in the Exporters’ Specialized Foreign Currency Accounts, and (iii) stability in PKR encouraging IT exporters to bring higher portion of profits back to Pakistan.
According to the Pakistan Software Houses Association (P@SHA) survey 62 percent of IT companies are maintaining specialized foreign currency accounts.
A major development in July 2024 was SBP adding a new category of Equity Investment Abroad (EIA), specifically for export-oriented IT companies. IT exporters can now acquire interest (shareholding) in entities abroad utilizing up to 50 percent of proceeds from specialized foreign currency accounts. This development will further boost the confidence of IT exporters to remit proceeds back to Pakistan.
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Arif Habib Limited
@ArifHabibLtd
Technology exports went up by 42% YoY during Sep’24 to USD 292mn
During Sep’24, technology exports went up 42% YoY | -2% MoM to USD 292mn contributing 44% to the overall services.
https://x.com/ArifHabibLtd/status/1848325449233166624
PM Shehbaz goes all in on AI at Riyadh investment conference
https://www.dawn.com/news/1868425
Prime Minister Shehbaz Sharif on Tuesday championed the use of artificial intelligence (AI) as he underscored the importance of a knowledge-based economy driven by innovation in the domains of AI, education and health and called for collective global efforts and partnerships to overcome contemporary challenges.
The prime minister arrived earlier today in Riyadh to attend the eighth edition of the two-day Future Investment Initiative (FII). The FII, scheduled for Oct 29-30, serves as a major platform for countries to promote economic potential, attract foreign investments and discuss strategies for sustainable growth.
Attended by global leaders, this year’s FII is themed “Infinite Horizons: Investing Today, Shaping Tomorrow” and focuses on global investments aimed at addressing major issues such as AI, robotics, education, energy, space, finance, healthcare, and sustainability.
The participating countries are set to engage in dialogue for the promotion of investment and a sustainable future while highlighting the strength of their respective economies. The first day featured discussions on artificial intelligence, robotics, education, energy, space, public health, and challenges confronting sustainable development.
Addressing the plenary session, PM Shehbaz said Pakistan was laying the foundation for a knowledge-based economy driven by innovation in three pivotal domains, artificial intelligence, education, and health, in which it looked forward to forging useful partnerships.
“AI is more than a trend; it’s a force revolutionising economies, societies, and industries. At this critical juncture, Pakistan is not just embracing AI, we are committed to excelling in it,” he said, adding the government’s mission was clear and that was to encourage young minds to redefine the boundaries of AI, training skilled engineers and data scientists as the backbone of the country’s AI growth and equipping their workforce to harness the power of AI across industries.
Along with Saudi Arabia and like-minded global partners, the prime minister said Pakistan envisioned AI as a force for good, free from biases.
The prime minister further said that in agriculture, climate resilience, and the fight against misinformation, AI’s potential could be unleashed not merely to compete, but to uplift and empower.
“Our aspirations in AI and beyond are deeply rooted in a solid educational foundation. Through educational reforms, vocational training and digital literacy, we aim to build a skilled, tech-savvy generation,” he added.
He said that no nation could overcome today’s challenges alone and no single country could harness the potential of tomorrow without the support of others.
“Pakistan stands ready to join those who dare to dream big. We invite you to invest, to bring your expertise and creativity to Pakistan, as we build a future rooted in resilience and shared prosperity,” the prime minister said.
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Shehbaz Sharif
@CMShehbaz
Honored to address the
@FIIKSA
in Riyadh on the theme ‘Infinite Horizons: Investing Today, Shaping Tomorrow.’ Emphasized Pakistan’s commitment to leveraging investments in Artificial Intelligence, Education, and Health to drive human advancement. By investing in AI, we aim to enhance productivity; in education, to empower future generations; and in health, to shape a future that’s inclusive, innovative, and sustainable. #FII8
https://x.com/CMShehbaz/status/1851277536443187460
VEON’s Jazz Launches FikrFree: An AI-Powered Digital
https://www.globenewswire.com/news-release/2024/10/24/2968536/0/en/...
VEON Ltd. (Nasdaq: VEON, Euronext Amsterdam: VEON), a global digital operator (“VEON” or the “Company”), today announces that Jazz, its digital operator in Pakistan, has launched FikrFree, a new AI-powered digital marketplace for insurance and healthcare. The platform aims to bridge a significant gap in Pakistan, where insurance sector penetration is less than 1% of GDP according to the Securities and Exchange Commission of Pakistan, and millions lack access to essential healthcare. In comparison, insurance penetration in other countries is significantly higher (over 7% of GDP in the US and more than 9% of GDP in the UK, according to the World Bank). FikrFree helps users find accessible and affordable coverage through personalized insurance plans and healthcare services.
FikrFree aims to reach the underserved healthcare market in Pakistan through an innovative platform that seamlessly integrates insurance, healthcare, and financial services all in one mobile app. FikrFree also leverages artificial intelligence to recommend personalized insurance plans for customers. The new digital service builds on VEON’s commitment to creating innovative digital solutions as part of its Digital Operator 1440 strategy, offering customers a portfolio of connected services that are relevant for each of the 1,440 minutes in a day. In 2Q24, direct digital revenues represented over 10% of VEON Group’s total revenues.
"Access to affordable healthcare is a fundamental need. In Pakistan, where millions struggle to find suitable insurance coverage and healthcare services, VEON is addressing this challenge with connected digital services. With the launch of FikrFree, we are empowering customers to access personalized insurance plans, specialist doctors, and on-demand medicine delivery—all in one seamless platform. Our digital operator strategy focuses on investing in services that enhance lives, and with FikrFree, we aim to make affordable healthcare accessible to all Pakistanis," says Kaan Terzioglu, CEO of VEON Group.
UNODC Pakistan provided Law Enforcement with Cutting-Edge Training on Crime Analytics and AI Models to Counter Terrorism
https://www.unodc.org/copak/en/Stories/SP4/unodc-pakistan-provided-...
28 September 2024, Islamabad - UNODC Pakistan organized a comprehensive workshop aimed at building the capacity of National Counter Terrorism Authority analyst’s in using advanced crime analytics and artificial intelligence (AI) to combat terrorism. The workshop covered a wide range of critical topics, equipping participants with the skills and knowledge needed to analyze data and counter terrorism through innovative AI techniques. In total 25 analysts including 7 women participated in the training session.
The participants were introduced to the fundamentals of intelligence gathering, the intelligence cycle, and the development of intelligence products. Practical discussions were held around strategic intelligence and its pivotal role in decision-making. Participants also reviewed products developed in earlier training sessions on i2 Analyst's Notebook and Power BI, enabling them to grasp how past learnings integrate with the current focus on terrorism prevention. The workshop covered data analysis, beginning with an introduction to various data forms and their relevance in crime intelligence. Sessions covered both qualitative and quantitative data, with participants learning how to distinguish between structured and unstructured data and their real-world applications in intelligence work.
The hands-on segment includes Textalyser, an online tool used to analyze qualitative data specially for conducting sentimental analysis allowing participants to experiment with real-world examples. Participants were engaged through thought-provoking case studies, including analyses of social media sentiment and notable incidents such as the Al Qaeda network and the Sialkot lynching case. These examples highlighted the practical value of AI tools like Voyant in unraveling criminal networks and understanding public sentiment related to terrorist activities.
The overall workshop was dedicated to hands-on sessions with low-code and no-code AI platforms, empowering participants to leverage AI without the need for extensive programming knowledge. Practical exercises included case studies using Google Teachable Machines for image classification and Google Cloud AutoML for predictive crime analytics, both of which offer powerful tools for identifying criminal patterns and behaviors in complex datasets.
The workshop concluded with a closing session that recapped the key learnings and allowed participants to discuss the next steps in their professional development.
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National University of Science and Technology (NUST), National Information Technology Board (NITB) and Telecom network operator Jazz have signed a Memorandum of Understanding (MOU) to develop Pakistan’s first indigenous Large Language Model (LLM) with focus on Urdu, including datasets for Pashto and Punjabi languages. It is aimed at empowering individuals, businesses, and organizations with advanced…
ContinuePosted by Riaz Haq on November 7, 2024 at 10:00am — 2 Comments
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Posted by Riaz Haq on October 29, 2024 at 12:30pm — 4 Comments
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