Tag: machine learning

  • Powerbeats Pro 2: The Ultimate Sports Earbuds for Apple and Android Users

    Powerbeats Pro 2: The Ultimate Sports Earbuds for Apple and Android Users



    Powerbeats Pro 2 Review – The Athlete’s Choice in Wireless Earbuds

    Powerbeats Pro 2 Review – The Athlete’s Choice in Wireless Earbuds

    Powerbeats Pro 2 marks a significant evolution in the realm of true wireless earbuds for athletes, building on the acclaimed original version released in 2019. With their tight fit, impressive bass, and extended battery life, the original Powerbeats Pro became essential for fitness lovers. Six years later, the new model encounters a drastically altered landscape in 2025.

    Today, athletes benefit from a plethora of options, including open-ear designs tailored for workouts, promoting enhanced situational awareness. However, Powerbeats Pro 2 adheres to the classic over-ear hook format, ensuring a comfortable, sealed fit, in contrast to the open-ear concept many competitors are leaning towards.

    Incorporating features like head-tracked spatial audio, active noise cancellation (ANC), and a built-in heart rate monitor, Powerbeats Pro 2 puts forth a convincing argument for its value. The pressing question remains: does its premium price hold weight, or has the passage of time outpaced Beats? Let’s explore the details.

    Design and Fit

    Powerbeats Pro 2 maintains its traditional design, characterised by robust ear hooks that contour around the ear for enhanced stability. This feature offers a dual advantage; it ensures a secure fit perfect for intense workouts, while also requiring a bit more effort to wear compared to newer earbuds.

    The overall design is bulkier relative to many competitors. Although Beats has made strides to decrease the size of the charging case from its predecessor, it remains larger than standard wireless options. The build quality impresses, yet the IPX4 rating is disappointing, providing only fundamental protection against water and sweat. Other competitive sports earbuds, such as Samsung’s Galaxy Buds 3 Pro, come with IP57 ratings, making them more resilient.

    Sound Quality

    Powerbeats Pro 2 is engineered to offer a lively, forward-facing audio experience, albeit with certain compromises. The bass, once the hallmark of the initial Powerbeats Pro, appears slightly diminished. Instead, a stronger emphasis on the treble and upper mids can lead to a harsh or tinny sound on particular tracks.

    Moreover, the soundstage falls somewhat short compared to premium alternatives like the Bose QuietComfort Ultra Earbuds. Deactivating ANC can further skew the balance, rendering the audio overly bright. Nevertheless, the spatial audio with head tracking enhances immersion, particularly in acoustic and live recordings, although it does not entirely compensate for the overly aggressive treble tuning.

    Active Noise Cancellation and Transparency Mode

    Featuring ANC for the first time in this series, Powerbeats Pro 2 does an admirable job of minimising background noise. However, it struggles to compete with the noise-cancellation prowess of Apple’s AirPods Pro 2, which have proven effective in various scenarios.

    The inclusion of transparency mode offers a beneficial feature, delivering a great performance for situational awareness.

    Heart-Rate Monitoring and Fitness Features

    A noteworthy upgrade in Powerbeats Pro 2 is the heart-rate monitoring capability. Using a compact optical LED sensor akin to that found in an Apple Watch, it provides reliable readings. However, it is essential to note that if users already own an Apple Watch, the device’s measurements take precedence, rendering the Powerbeats Pro 2’s heart-rate tracking somewhat unnecessary.

    Battery Life

    Battery life stands out as one of the key strengths of Powerbeats Pro 2. Beats asserts that the earbuds can offer up to 10 hours on a single charge, with the charging case supplying an extra 35 hours. In practical usage, even with ANC and spatial audio activated, the earbuds achieved nearly 8 hours per charge, remaining impressive when stacked against AirPods Pro 2, which provide between 5.5 to 7 hours.

    Moreover, the case now features wireless charging, a much-needed enhancement from the previous model.

    Call Quality

    Equipped with six microphones and advanced machine learning-based noise isolation, Powerbeats Pro 2 ensures clear and natural voice calls. Throughout multiple assessments, voice quality was commendable, effectively minimising background noise.



  • Intel Unveils Cutting-Edge Xeon 6 Processors for the Future of Enterprise AI and Networking

    Intel Unveils Cutting-Edge Xeon 6 Processors for the Future of Enterprise AI and Networking



    Intel Xeon 6 Processors: A New Era for AI and Data Centre Solutions

    Intel Xeon 6 Processors: A New Era for AI and Data Centre Solutions

    Intel has introduced its latest generation of Xeon processors, known as the Xeon 6. These processors are specifically crafted for enterprise applications, concentrating on data centres, networking infrastructure, and the growing domain of artificial intelligence.

    Features of the Intel Xeon 6 Processors

    The Xeon 6 launch includes two significant variants: the Xeon 6 processors equipped with Performance-cores (P-cores), which are designed for data centre tasks, and the Xeon 6 system-on-chip (SoC), tailored for network and edge computing environments. This extensive array illustrates Intel’s ongoing dedication to delivering business-to-business solutions across diverse computing requirements.

    Performance and Efficiency Enhancements

    According to Intel, the Xeon 6 processors with P-cores deliver a remarkable performance boost for data centres, boasting up to double the performance in AI processing compared to earlier generations. These processors are ideal for modernising enterprise infrastructure, allowing businesses to manage increasingly challenging workloads, especially in artificial intelligence and data analytics. Intel highlights the energy efficiency of the new processors, indicating that enterprises could see considerable server consolidation, potentially decreasing total ownership costs by as much as 68%.

    Intel’s Commitment to Enterprise Needs

    Michelle Johnston Holthaus, interim co-CEO of Intel and CEO of Intel Products, remarked that the Xeon 6 family is meticulously designed to tackle the greatest challenges faced by customers and to facilitate business growth. This affirmation underscores Intel’s aim to offer solutions that meet the specific needs of enterprise clients.

    Networking and Edge Applications

    For networking and edge applications, the Xeon 6 SoC features native Intel vRAN Boost technology, which aims to increase the capacity of radio access networks (RAN) by up to 2.4 times. This enhancement is especially pertinent for telecommunications operators aiming to upgrade their infrastructures for 5G and future technologies. The SoC is also equipped with an integrated media transcode accelerator, a feature that Intel claims is the first of its kind for server SoCs, further demonstrating its specialised design for particular business applications.

    Recognition as a Leader in AI

    Intel is positioning the Xeon 6 as the premier CPU for AI, acknowledging the rising significance of machine learning and generative AI within the enterprise ecosystem.

    Industry Support and Ecosystem Partnerships

    The launch is backed by a robust ecosystem of OEM partners, showcasing strong industry acceptance within the business landscape. Major technology firms, including Cisco, Dell Technologies, Hewlett Packard Enterprise, Lenovo, and Vodafone, are anticipated to provide systems and solutions based on the innovative Xeon 6 processors. Intel also asserts that the Xeon 6 series prioritises delivering both exceptional performance and cost effectiveness, essential considerations for enterprise customers managing extensive deployments. The new Xeon 6 processors signify Intel’s latest endeavour to retain its competitive edge in the enterprise computing arena, equipping businesses with the necessary tools to address demanding workloads in AI, networking, and data processing.


  • Apple Readies New MacBook Air Featuring Revolutionary M4 Chip for Upcoming Release

    Apple Readies New MacBook Air Featuring Revolutionary M4 Chip for Upcoming Release


    Apple to Unveil New MacBook Air Featuring M4 Chip

    Apple is gearing up to reveal its upcoming MacBook Air series next month, just after the announcement of the iPhone 16e. Reports indicate that the new models are set to launch in March, as per insights from Bloomberg’s Mark Gurman. The latest MacBook Air is expected to incorporate Apple’s cutting-edge M4 chip, which promises to enhance performance for one of the company’s best-selling laptops.

    The report indicates that Apple has initiated the clearance of existing MacBook Air inventory, suggesting that fresh models are on the horizon. The currently available 13-inch and 15-inch MacBook Airs, powered by the M2 chip, are predicted to undergo a notable hardware upgrade, significantly improving their speed and power efficiency. Apple has already commenced briefings for its marketing, sales, and retail divisions in anticipation of the launch.

    Enhancements Expected with M4 Chip

    The MacBook Air has consistently been popular with students, professionals, and casual users due to its optimal blend of performance, battery longevity, and portability. The forthcoming models are expected to bolster this reputation, as the M4 chip is likely to introduce enhanced AI-driven functionalities and efficiency.

    New Developments in Apple’s Product Line

    The introduction of the new MacBook Air coincides with Apple’s launch of the iPhone 16e, which boasts the company’s inaugural in-house modem, the C1 chip. Apple is progressively diminishing its dependency on third-party chip manufacturers like Qualcomm, a transition that extends to several product categories.

    The anticipated M4 chip, set to power the next MacBook Air, is expected to elevate machine learning and AI functionalities, aligning with Apple Intelligence, the firm’s new AI-focused system. As Apple continues the integration of AI within macOS and iOS, the forthcoming MacBook Air may leverage features such as AI-driven search, enhanced interaction with Siri, and improved photo editing options.

    Future of Apple’s Modem Technology

    In the future, Apple is projected to persist in its shift towards custom-built modems, with upcoming versions of the C-series chips intended to replace Qualcomm’s technology in premium iPhones. The goal is to embed modem components directly into main processors by 2028, enhancing power efficiency and reducing costs.

    Evolution of Apple’s Software Ecosystem

    Simultaneously, Apple’s software ecosystem is undergoing transformation. The company has recently rolled out betas for iOS 18.4 and macOS 15.4, expanding the reach of Apple Intelligence into more regions including the European Union. AI-driven features are also being incorporated into the Vision Pro headset, significantly extending Apple’s AI strategy across a variety of devices.

  • “Bengaluru Tech Professional Offers Free Services Amid Job Hunt Struggles on Reddit”

    “Bengaluru Tech Professional Offers Free Services Amid Job Hunt Struggles on Reddit”


    Bengaluru Techie Seeks Job Following 2023 Graduation

    A tech enthusiast based in Bengaluru has recently expressed an urgent need for employment through a post on Reddit. The individual highlighted that despite graduating in 2023, they have been unable to secure a full-time position for over two years. In their Reddit message, the user pleaded, “Burn my resume but please help. Desperate and ready to work for free remotely – ’23 grad looking for a job ASAP.”

    In the shared resume, the individual detailed their qualifications and expertise. “I am a motivated software engineer holding a B.E. in Information Science and Engineering, skilled in Python and Java. I am passionate about developing user-friendly applications and tackling challenges through innovative solutions,” stated the user’s resume.

    The techie expressed their willingness to consider entry-level positions that would allow them to introduce fresh perspectives and contribute to significant software development. They noted their proficiency not only in Java and Python but also in areas such as DevOps, Cloud Computing, and Machine Learning.

    Internship Experience and Technical Skills

    While showcasing their resume, the tech-savvy individual mentioned having completed internships at two separate companies, each lasting approximately a month.

    “I have undertaken internships as a Product Engineer Intern and a Technical Intern, where I focused on web crawlers, API testing, and machine learning systems. Additionally, I have published a research paper at IEEE and developed projects in deep learning and Android development,” shared the user.

    Community Response

    Responses from fellow Reddit users varied, with some providing valuable job leads, while others suggested improvements to the individual’s CV. Some users remarked on the limited availability of remote work opportunities.

    “Currently, only a few companies are offering work from home positions. Many organisations are advocating for work from office arrangements, making it quite challenging to find remote roles. Consider looking for hybrid work models,” advised one user.

    Another Redditor stated, “I completely understand your predicament. I graduated in 2023 as well and have been on the lookout for positions, especially since I was affected by layoffs at my last job. I wish you all the best in your job hunt. Let’s keep in touch.”

    A third user echoed similar sentiments, writing, “I experienced a layoff in May 2024 and am still searching for a job; I just need a start in my career.”

    A user reassured, “There’s no need to worry. The current job market is indeed challenging. However, given your confidence in your technical skills, I am optimistic that you will secure a paid internship or an entry-level position soon. Stay positive!”

  • Amazon’s Expanding Robotic Workforce: More Than 700,000 Machines Collaborating with Humans

    Amazon’s Expanding Robotic Workforce: More Than 700,000 Machines Collaborating with Humans



    Robots in Amazon’s Fulfilment Centres

    Robots in Amazon’s Fulfilment Centres

    Robots have become an integral part of Amazon’s operations, with more than 750,000 now working alongside human staff in fulfilment centres across the globe. According to a Business Insider report, these robots play a crucial role in moving packages, sorting items, and significantly boosting overall efficiency.

    Amazon’s Robotics Journey

    The journey of Amazon with robotics began in 2012 when the company acquired Kiva Systems for $775 million. Initially, the robots developed by Kiva relied on barcode markers placed on warehouse floors to navigate and transport products. Over the years, Amazon has rolled out increasingly sophisticated robots that leverage artificial intelligence and machine learning technologies. A notable introduction in 2022 was the robot named Proteus, now operational in the Nashville fulfilment centre. Unlike earlier models, Proteus is designed to operate seamlessly alongside human workers, navigate around obstacles, and transport packages without restriction to designated areas.

    Goals of Amazon’s Robotics Expansion

    Amazon’s push into robotics aims to accelerate delivery processes and cut operational costs. Tye Brady, the Chief Technologist for Robotics at Amazon, remarked that these innovations have the potential to save the company billions each year. Analysts predict that by 2030, Amazon may reduce its expenses by as much as $10 billion annually. In addition to enhancing efficiency, the robotics expansion has created job opportunities in fields like artificial intelligence and machine learning. To bolster its robotics capabilities, Amazon is actively investing in startups, including recruiting essential talent from Covariant, a leading robotics firm. In 2022, the company also launched the Industrial Innovation Fund aimed at investing in emerging technologies, including a significant partnership with Agility Robotics, which develops the two-legged robot, Digit, now undergoing trials in fulfilment centres.

    Specific Robots Developed by Amazon

    Amazon has developed a range of specific robots for various functions. One such addition is Sparrow, a robotic arm unveiled in 2023, capable of picking and sorting individual items utilizing AI and computer vision technologies, effectively recognising over 200 million distinct products. Additionally, Hercules and Titan, introduced in 2017, are designed for heavy lifting, with Hercules being able to lift up to 1,250 pounds and Titan managing double that weight. Furthermore, Pegasus and Xanthus assist in the efficient sorting of packages, with Xanthus noted for its versatility and reduced production costs.


  • Beats Launches Powerbeats Pro 2: Revolutionary Earbuds with Heart Rate Tracking

    Beats Launches Powerbeats Pro 2: Revolutionary Earbuds with Heart Rate Tracking


    Introducing Powerbeats Pro 2 for Fitness Enthusiasts

    Powerbeats Pro 2 has been launched by Beats as the newest extension of its premium audio range, created specifically for individuals who are passionate about fitness. The latest earbuds are equipped with features such as built-in Heart Rate Monitoring, Active Noise Cancellation (ANC), Transparency mode, and a redesigned fit for superior comfort. Utilizing Apple’s H2 chip, Adaptive EQ, and Personalised Spatial Audio, the Powerbeats Pro 2 promises an immersive listening experience along with seamless connectivity.

    Enhanced Acoustic Performance of Powerbeats Pro 2

    The acoustic architecture of Powerbeats Pro 2 has been completely reengineered by Beats to provide clearer highs, deeper bass, and richer mid-range sounds. Thanks to Personalised Spatial Audio and dynamic head tracking, these earphones respond to movement, enhancing the overall listening experience.

    Heart Rate Monitoring for Athletes

    The Heart Rate Monitoring capability is a significant enhancement for athletes and fitness aficionados. With LED optical sensors measuring blood flow more than 100 times per second, users receive real-time heart rate data that can sync with various fitness applications, including Nike Run Club, Runna, Ladder, and Slopes.

    According to Oliver Schusser, Apple’s vice president of Music, Sports, and Beats, Powerbeats Pro 2 represents a remarkable advancement in Beats’ history. It has been developed to endure rigorous training sessions and is outfitted with the most innovative technology and powerful sound. With the inclusion of Heart Rate Monitoring for workouts, Active Noise Cancellation, and Transparency mode, Powerbeats Pro 2 establishes a new benchmark in fitness audio.

    Designed with Fitness in Mind

    Powerbeats Pro 2 is thoughtfully designed to cater to fitness needs, featuring an enhanced nickel-titanium alloy earhook that improves grip, flexibility, and stability, resulting in a 20% lighter design compared to its predecessor. Its IPX4 rating guarantees resistance to sweat and water, allowing users to train in diverse environments.

    Custom Fit and Connectivity

    Additionally, Beats has introduced an extra ear tip size for Powerbeats Pro 2, which includes options ranging from extra-small to extra-large.

    Powerbeats Pro 2 comes equipped with Class 1 Bluetooth, providing an extended range and minimal interruptions. Users can manage calls, activate Siri hands-free, and make use of Find My on Apple devices. For Android users, the Beats App allows for connection while offering battery status widgets, customizable controls, and over-the-air updates.

    Improved Call Quality and Battery Life

    With advanced computational audio and machine learning algorithms, the newly introduced Voice Isolation feature enhances the quality of calls by reducing background noise.

    Battery life has seen significant advancements as well, with up to 45 hours of playback time when using the charging case. Each earbud provides up to 10 hours per charge, while Fast Fuel charging offers 90 minutes of playback in just five minutes. Moreover, the charging case is now 33% smaller and supports Qi wireless charging.

    Availability and Pricing

    Powerbeats Pro 2 can be ordered starting today in Jet Black, Quick Sand, Hyper Purple, and Electric Orange colours, priced at Rs 29,900 via apple.com/in, with availability in stores beginning February 13.

  • Meta Begins Workforce Reductions: Facebook, WhatsApp, and Instagram Parent Company Commences Employee Layoffs Today

    Meta Begins Workforce Reductions: Facebook, WhatsApp, and Instagram Parent Company Commences Employee Layoffs Today


    Meta Platforms Announces Job Cuts for Low-Performing Employees

    Meta Platforms, the parent company behind Facebook, is preparing to distribute layoff notices effective from 5 a.m. local time on Monday. These job cuts, which have been referred to as ‘performance terminations,’ predominantly impact the bottom 5 per cent of employees in terms of performance. Unlike prior layoffs, Meta will maintain open offices on the day of the layoffs and has opted out of issuing a company-wide announcement regarding the job cuts. While the layoffs will be implemented globally, employees in Germany, France, Italy, and the Netherlands will be exempt due to specific local regulations. Notifications will reach staff across more than a dozen countries in Europe, Asia, and Africa between February 11 and February 18.

    Layoff Notifications and Criteria

    As stated in a communication from Meta’s Head of People, Janelle Gale, notifications regarding job losses will commence at 5 a.m. local time on Monday in the majority of affected countries.

    Ongoing Hiring Focus Amid Layoffs

    Despite these layoffs, Meta remains committed to recruiting machine learning engineers and other essential roles. A memo from Peng Fan, the VP of Engineering for Monetization, indicates that the hiring process will be accelerated from February 11 to March 13, underscoring Meta’s strategic pivot towards AI development ahead of 2025.

    Industry-Wide Job Reductions

    This trend of workforce reductions is not limited to Meta. Other major technology firms, including Google, Microsoft, Amazon, and Stripe, have similarly downsized their teams in 2025. Google has launched a voluntary exit program targeting employees within its U.S. Platforms and Devices team, which impacts divisions such as Android and Pixel. Microsoft has increased emphasis on performance-based layoffs, letting go of low-performing members in some cases without severance pay. Amazon has eliminated around 200 positions in its fashion and fitness units, shifting priorities within its North America Stores team. Stripe also undertook layoffs affecting approximately 300 employees across product, engineering, and operations, even as it aims to grow its workforce by 17% before the end of 2025. Additionally, Robinhood’s media division, Sherwood, has laid off staff as a part of a restructuring process.

  • Meta Gears Up for New Layoffs Amid AI Recruitment Surge

    Meta Gears Up for New Layoffs Amid AI Recruitment Surge


    Meta Layoffs and AI Hiring Surge

    Meta, the parent company of Facebook, Instagram, and WhatsApp, is gearing up for another wave of layoffs scheduled for next week, while simultaneously boosting recruitment for machine learning engineers and various AI-driven positions. Internal communications, as reviewed by Reuters, reveal that termination notifications will commence on February 11.

    Details of the Layoff Process

    According to Janelle Gale, Meta’s Head of People, impacted employees in the United States and numerous other regions will start receiving notifications from 5 a.m. local time on Monday. However, nations such as Germany, France, Italy, and the Netherlands will be exempt due to local employment regulations. Workers in over a dozen other countries across Europe, Asia, and Africa will get updates between February 11 and February 18.

    Meta’s Approach to Workforce Reduction

    In contrast to prior significant layoffs, Meta’s offices will remain operational, and no comprehensive updates for the company are anticipated on the day of the terminations.

    This recent round of job cuts aligns with Meta’s announcement last month, confirming the intention to reduce about 5% of its workforce, focusing on individuals identified as “lowest performers.” The communication, where Gale referred to these reductions as “performance terminations,” was initially highlighted by The Information. Meta has not disclosed specifics regarding the number of employees affected.

    AI Hiring Initiatives

    While the layoffs are affecting multiple teams, Meta is increasingly hiring for AI-centric roles. In a separate memo, Peng Fan, VP of Engineering for Monetization, prompted staff to facilitate an accelerated recruitment process for machine learning engineers and other essential AI roles.

    This surge in hiring is projected to occur between February 11 and March 13, as the company pivots towards AI-led innovation and automation.

    Meta’s Strategic Shift

    Over the last two years, Meta has been re-evaluating its workforce, with CEO Mark Zuckerberg highlighting a transition towards AI and automation to stay competitive with OpenAI, Google, and Microsoft.

    With a massive user base of over half a billion Meta devices globally, the company is intensifying its focus on machine learning, content moderation, and AI-driven advertising solutions to enhance efficiency and drive revenue.

    Although Meta has not released an official statement concerning this latest layoff phase, the simultaneous job cuts alongside the push for AI-related hiring indicates a broader strategy aimed at restructuring for enhanced efficiency and securing a leading position in AI development.

  • TrueFoundry Raises  Million in Series A Funding Backed by Peak XV

    TrueFoundry Raises $19 Million in Series A Funding Backed by Peak XV


    TrueFoundry Secures $19 Million Series A Funding for AI Platform

    TrueFoundry, an innovative platform dedicated to AI deployment and scaling, has successfully raised $19 million in Series A financing, spearheaded by Intel Capital. Other investors include existing backers Eniac Ventures and Peak XV’s Surge, alongside new participant Jump Capital and multiple angel investors, such as Gokul Rajaram, Mohit Aron, Cyan Banister, in addition to executives from Fortune 1000 firms.

    Avi Bharadwaj, serving as the investment director at Intel Capital, will take a seat on TrueFoundry’s board of directors.

    This startup, based in Bengaluru and San Francisco, had previously secured $2.3 million in seed funding, also led by Peak XV’s Surge, back in September 2022.

    The latest round of funding promises to empower TrueFoundry in its goal to develop a universal platform for creating and implementing AI applications without infrastructure hurdles, as detailed by the company in a press release. The investment is expected to bolster essential growth strategies, including team expansion and the enhancement of go-to-market plans aimed at boosting customer acquisition and business development.

    TrueFoundry’s Cloud-Native Platform for AI Applications

    TrueFoundry’s cloud-native platform is crafted to streamline machine learning (ML) training and deployment, allowing enterprises to manage AI applications with greater efficiency. By teaming up with leading companies such as Games 24×7 and Whatfix, TrueFoundry enhances ML scalability and optimises infrastructure efficiency.

    According to Nikunj Bajaj, the CEO and co-founder of TrueFoundry, enterprises leveraging their platform have managed to establish and launch internal AI platforms in a mere two months, achieving a return on investment (ROI) within four months—this is significantly faster compared to the industry standard of 14 months.

    Integration and Future Growth Opportunities

    As stated by the company, their platform seamlessly integrates with various clouds, models, and frameworks, effectively avoiding vendor lock-in while ensuring deployments are aligned with the latest AI trends, including RAGs and Agents.

    This funding round is a follow-up to a remarkable year of growth for TrueFoundry, which saw a fourfold increase in customers year over year, the establishment of over 1,000 ML clusters, and collaborations with renowned global organisations such as Siemens Healthineers, ResMed, Automation Anywhere, and NVIDIA.

  • India Set to Unveil Its Indigenous AI Foundation Model in Just 10 Months, Challenging ChatGPT and DeepSeek

    India Set to Unveil Its Indigenous AI Foundation Model in Just 10 Months, Challenging ChatGPT and DeepSeek

    India is preparing to introduce its first domestically developed AI foundational model within the next 10 months, as announced by IT Minister Ashwini Vaishnaw. This declaration took place at a press briefing, marking a significant milestone in India’s aspirations for artificial intelligence. The initiative aims to enhance India’s role in the global AI arena, which is predominantly led by the US and China.

    Vaishnaw highlighted the government’s commitment to advancing AI through the India AI Mission, which received approval last year with a budget allocation of ₹10,000 crore. The mission’s objective is to provide researchers, startups, and academic institutions with access to AI technology and computing power, enabling them to play an active role in the industry.

    A crucial aspect of this initiative is the enhancement of computing infrastructure. Vaishnaw disclosed that India has already established a network of 18,000 high-end GPUs, with 10,000 designated for AI development. These resources will be made available to researchers, universities, and startups, aiming to reduce the financial challenges associated with AI innovation.

    Ashwini also provided a breakdown of the exact GPUs that are deployed in this project:

    • 12,896 GPUs: Nvidia H100
    • 1,480 GPUs: Nvidia H200
    • 742 AI Accelerators: AMD MI325X and MI300X

    Vaishnaw stated that the primary requirement for constructing AI models is computing power. He explained that those with substantial financial resources typically acquire it, hence the need to create a framework where access is guaranteed for all.

    By offering shared computing resources, the government aims to democratise AI development, following the principles established by the Digital India programme. This approach will allow Indian institutions to create foundational AI models, which act as the foundation for applications such as generative AI, machine learning tools, and automation technologies.

    With a completion deadline set at an “outer limit” of 10 months, India is making significant strides in a sector essential for economic advancement and technological independence.