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The most powerful supercomputer in Central Asia launches in kazakhstanin bid for AI boost

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Kazakhstan has entered the global race to build a supercomputer and has unveiled the most powerful one in Central Asia but the country’s brain drain may hinder its ambitions.

The supercomputer capable of about 2 exaflops speed, that is two quintillion (10^18) floating-point operations per second, has been launched at the Alem.cloud supercomputer centre in the capital, Astana.

It will be used for two purposes: One is to power the country’s e-government services used more and more frequently by both the population and businesses. Another is the development of artificial intelligence (AI models) and engines. The government has prioritised these two projects for many years. 

Pressing the red button to activate the computer was President Kassym-Jomart Tokayev, who has long championed the supercomputer, so much so that the whole AI drive in the country is considered to be his pet project. He decreed the Concept of the Development of AI in Kazakhstan until 2029.

It stipulates that in four years from now, Kazakhstan will stand shoulder to shoulder with global leaders in AI technology. At the opening ceremony, he said that the launch was an important step in the digitalisation of the key spheres of economy and science and that it would create conditions for the development of the new advanced technologies and everyday life solutions.

“This is an image-boosting project. Kazakhstan presents itself in the international arena as a country which has access to modern technologies and knows how to use them,” said Boris Potapchuk, Senior Expert of the Data Center Infrastructure Service at Nazarbayev University. 

“The use of AI cluster will enable a much more efficient and rational use of the state resources and the budget because it will assemble and centralise information systems that are at the moment dispersed in different places and institutions. That will make the data more accessible for the citizens and provide more reliable data storage and safety,“ he added.

The country did have problems with data safety. Only last month a large-scale data breach, potentially affecting the personal information of 16 million citizens, was discovered. The Ministry of Digital Development is investigating the incident and suggested there was a leak of names, individual identification numbers, birthdates, addresses, and phone numbers of citizens originating from private, non-governmental databases.

Kazakhstan started its e-government strategy in 2004 and has since digitalised 92 per cent of the public services. The young generation is now using digital signatures and e-government services daily. Eight out of twenty million citizens have digital signatures.

It ranks 24 out of 193 countries in the world in e-government services, according to the 2024 UN E-Government Development Index (EGDI).

But the central focus of the government strategy is AI’s development. In 2024, a draft law on AI was approved, and a Committee on AI was established to oversee the development of this field in the country.

Kazakhstan’s experts and politicians alike believe that without its own localised solutions and infrastructure, no country in the future will be successful, or even independent and sovereign.

AI’s language problem

Thus, a supercomputer. The Astana super-computer is placed in a Tier III data centre where Kazakhstan’s experts will have the opportunity to learn how to cool, stabilise, detect, and correct failures as well as provide cybersecurity.

Some of those solutions that have been demonstrated at the opening are the Kazakh language model of AI (AlemLLM), the system of early detection of forest fires as well as solutions in medicine, construction and education.

The model that attracted the most attention for years was the Kazakh language model in AI computing and utilisation. The AI experts warn that the heavy utilisation of AI in the future might make non-Western languages go extinct. Kazakhstan reacted by investing in a large language model (LLM) in the Kazakh language. There are already six supercomputers stationed at different universities in the country that are used for research and AI development.

“Prime example (why we needed the supercomputer) is the development of KazLLM. And as we develop further, we would need even greater computing power in order to do that. If you think that the basic model, which was developed by KazLLM largely text-based. So KazLLM was a basic model. We’re now building on it,” said Waqar Ahmad, President of the Nazarbayev University.

“There are new systems which focus on voice recognition. There are new tools which use image processing and so on. And some of the new models which will be developed in this area are going to be all singing, all dancing models which use a text, which use sound, which use image, and so on,” he added.

His colleague from the same university, Boris Potapchuk, is, however, not sure whether the computer will be used more for the development of new AI models and new services.

”The performance calculation methods given suggest that the solution will be used primarily for applying existing models and to a much lesser extent for training and developing new ones,” said Potapchuk, who added that venturing into the new realm of AI solutions is a big step that also poses big questions and reveals weaknesses.

The brain drain

“We need to understand that a supercomputer of this kind requires constant modernisation and programming maintenance, and this is something that can only be entrusted with the highest profile specialists,” he said.

“If we’re honest, Kazakhstan faces serious problems in this respect. It is not a secret that we face a big brain drain in all the fields of expertise, IT specialists leading the way. This is why Kazakhstan needs to attract and train its own experts as well as provide timely updating and modernisation of software and program code”. 

But he noted that bearing in mind that “the state secrets confidential citizens’ information will be stored on this computer, foreign experts will not be allowed, just like we don’t allow them in the oil and gas industry or logistics,” said Potapchuk.

But it is exactly this computer that is the pre-requisite for such training (although with limited access to data for the trainees) and the government insists that the launch of the first super-computer in he country is the most important, first step on a thousand-mile journey.

The Minister in charge of digital transformation Zhaslan Madiyev, said that there is no doubt that digital development is already as crucial for national sovereignty as energy or food security is.

“The launch of the national super-computer centre is a strategic step in the development of the technological sovereignty of the country. We are creating the conditions for the development of the AI eco-system that will be able to compete on the global level,” said Madiyev.



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A Scalable Blueprint for Tech-Enhanced ROI

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In the high-stakes arena of general merchandise retail, Walmart has emerged as a trailblazer, leveraging artificial intelligence not just as a buzzword but as a strategic engine for scalable returns. From 2023 to 2025, the company has systematically embedded AI into its DNA, creating a blueprint for how retailers can achieve operational efficiency, cost savings, and customer loyalty in an era of razor-thin margins. For investors, this isn’t just a story of technological innovation—it’s a masterclass in how to turn AI into a profit center.

The AI Arsenal: From “Super Agents” to Digital Twins

Walmart’s AI playbook is as diverse as it is precise. At the heart of its transformation are four “super agents” designed to streamline interactions across the retail value chain:
Sparky (for shoppers): This AI agent anticipates customer needs by analyzing household behaviors, seasonal trends, and purchase history. It doesn’t just recommend products—it crafts personalized shopping baskets and automates reordering, reducing the “mental load” on consumers.
Marty (for sellers and suppliers): By consolidating vendor onboarding, inventory coordination, and promotional planning, Marty cuts administrative overhead and accelerates decision-making.
Associate Agent (for employees): This tool acts as a one-stop shop for store associates, handling payroll, time-off requests, and real-time sales insights. It even learns from user interactions, becoming more intuitive over time.
Developer Agent (for systems): Accelerating software development by automating routine coding tasks, this agent ensures Walmart’s tech stack evolves at breakneck speed.

But the real magic lies in Walmart’s use of digital twin technology. By creating virtual replicas of its stores, powered by spatial AI, the company can predict and resolve issues like refrigeration failures up to two weeks in advance. This has already slashed emergency alerts by 30% and maintenance costs by 19% in the U.S. Imagine the ripple effect of such proactive problem-solving across 5,500 stores.

Logistics and Delivery: AI’s Invisible Hand

Walmart’s Dynamic Delivery algorithm is another crown jewel. By analyzing traffic, weather, and historical data, it predicts delivery windows with 93% accuracy, enabling same-day delivery to 93% of U.S. households. This isn’t just convenience—it’s a 25% year-over-year boost in digital sales and a 35% surge in Walmart+ memberships. Meanwhile, the Load Planner and Pallet Builder systems optimize trailer loading and route planning, saving $75 million annually in logistics costs.

The financials tell a compelling story. Walmart’s AI-driven advertising platform, Walmart Connect, grew 46% globally in Q2 2025, tapping into the high-margin potential of data-driven marketing. With 27.3 million Walmart+ members, the company is uniquely positioned to monetize customer data without sacrificing privacy—a critical edge in an age where trust is currency.

Why This Matters for Investors

Walmart’s approach to AI is surgical. Unlike companies that dabble in flashy tech, Walmart has focused on solving real-world retail challenges—inventory accuracy, labor efficiency, and customer retention. The results? A 26% year-over-year earnings per share (EPS) growth projection by 2027 and a P/E ratio that’s more attractive than Amazon’s despite stronger e-commerce margins.

The company’s capital allocation is equally impressive. A $520 million investment in Symbotic’s AI-powered robotics and a $19 billion annual capex in the U.S. signal long-term commitment. These aren’t just expenses—they’re investments in infrastructure that will compound value as AI adoption scales.

The Road Ahead: A Retail Renaissance

Walmart’s AI-led transformation isn’t just about today—it’s about redefining the future of retail. The company is already testing agentic AI systems that can autonomously manage complex tasks, from dynamic pricing to in-store navigation. With a proprietary large language model (Wallaby) trained on decades of retail data, Walmart’s predictive capabilities are unmatched.

For investors, the key takeaway is clear: Walmart is not just keeping up with the AI revolution—it’s leading it. While competitors like Amazon and Target are still figuring out how to integrate AI into their operations, Walmart is already reaping the rewards of a disciplined, data-driven strategy.

Final Call to Action

The numbers don’t lie. Walmart’s AI initiatives have delivered $75 million in annual savings, 46% growth in high-margin advertising, and a 1.2–1.5 percentage point boost in operating margins by 2027. For those seeking exposure to the next phase of retail innovation, Walmart offers a rare combination of scale, execution, and profitability.

In a sector where margins are under constant pressure, Walmart’s AI-driven efficiency is a moat worth betting on. This isn’t just a stock—it’s a glimpse into the future of retail, where technology isn’t just a cost center but a catalyst for exponential returns.

Bottom line: Buy Walmart. The AI revolution is here, and Walmart is the blueprint.



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AI: The new frontier at the Institute for Continued Learning in St. George – St. George News

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AI: The new frontier at the Institute for Continued Learning in St. George  St. George News



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Colleges should go ‘medieval’ on students to beat AI cheating, NYU official says

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Educators have been struggling over how students should or should not use artificial intelligence, but one New York University official suggests going old school—really, really old school.

In a New York Times op-ed on Tuesday, NYU’s vice provost for AI and technology in education, Clay Shirky, said he previously had counseled more “engaged uses” of AI where students use the technology to explore ideas and seek feedback, rather than “lazy AI use.”

But that didn’t work, as students continued using AI to write papers and skip the reading. Meanwhile, tools meant to detect AI cheating produce too many false positives to be reliable, he added.

“Now that most mental effort tied to writing is optional, we need new ways to require the work necessary for learning,” Shirky explained. “That means moving away from take-home assignments and essays and toward in-class blue book essays, oral examinations, required office hours and other assessments that call on students to demonstrate knowledge in real time.”

Such a shift would mark a return to much older practices that date back to Europe’s medieval era, when books were scarce and a university education focused on oral instruction instead of written assignments.

In medieval times, students often listened to teachers read from books, and some schools even discouraged students from writing down what they heard, Shirky said. The emphasis on writing came hundreds of years later in Europe and reached U.S. schools in the late 19th century.

“Which assignments are written and which are oral has shifted over the years,” he added. “It is shifting again, this time away from original student writing done outside class and toward something more interactive between student and professor or at least student and teaching assistant.”

That may entail device-free classrooms as some students have used AI chatbots to answer questions when called on during class.

He acknowledged logistical challenges given that some classes have hundreds of students. In addition, an emphasis on in-class performance favors some students more than others.

“Timed assessment may benefit students who are good at thinking quickly, not students who are good at thinking deeply,” Shirky said. “What we might call the medieval options are reactions to the sudden appearance of AI, an attempt to insist on students doing work, not just pantomiming it.”

To be sure, professors are also using AI, not just students. While some use it to help develop a course syllabus, others are using it to help grade essays. In some cases, that means AI is grading an AI-generated assignment.

AI use by educators has also generated backlash among students. A senior at Northeastern University even filed a formal complaint and demanded a tuition refund after discovering her professor was secretly using AI tools to generate lecture notes. 

Meanwhile, students are also getting mixed messages, hearing that the use of AI in school counts as cheating but also that not being able to use AI will hurt their job prospects. At the same time, some schools have no guidelines on AI.

“Whatever happens next, students know AI is here to stay, even if that scares them,” Rachel Janfaza, founder of Gen Z-focused consulting firm Up and Up Strategies, wrote in the Washington Post on Thursday.

“They’re not asking for a one-size-fits-all approach, and they’re not all conspiring to figure out the bare minimum of work they can get away with. What they need is for adults to act like adults — and not leave it to the first wave of AI-native students to work out a technological revolution all by themselves.”

Introducing the 2025 Fortune Global 500, the definitive ranking of the biggest companies in the world. Explore this year’s list.



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