India’s Largest National STEM Quiz 4.0 Launched With ₹2 Crore Prize Pool For Students

Gandhinagar: The Gujarat Council on Science and Technology (GUJCOST), under the Department of Science and Technology (DST), on Friday launched the country’s largest National STEM Quiz 4.0, offering prizes worth up to Rs 2 crore for winning students.

**About The National STEM Quiz 4.0**

Unveiling the quiz, DST Secretary P. Bharti said the initiative — titled “National STEM Quiz 4.0: A New Journey for a New Generation” — aims to nurture curiosity, analytical thinking, and problem-solving skills among school students.

In addition to cash rewards, winners will get the opportunity to visit premier scientific institutions such as BARC-Mumbai, DRDO, SAC-ISRO, and NFSU-Gandhinagar. They will also participate in an exclusive STEM boot camp designed for the top 200 students.

The quiz will be held in two categories — Junior (Class 9–10) and Senior (Class 11–12). Students across India, from all boards and mediums, can register free of cost at [www.stemquiz.gujarat.gov.in](http://www.stemquiz.gujarat.gov.in/) until October 30, 2025.

Speaking at the launch, GUJCOST Advisor and Member Secretary Narottam Sahu highlighted that since 2022, the STEM Quiz has grown into a national platform. Last year’s third edition saw over 10.12 lakh registrations from students across states and boards.

“This year, we are targeting participation from more than 20 lakh students across India,” he added.

As part of the launch, dignitaries also released a Quiz Bank book for junior and senior levels.

The event was attended by GSBTM Mission Director Digvijaysinh Jadeja, GSEM Mission Director Neha Kumari, Dr. Vijay Patel from GCERT, and representatives from regional and district science centres, Jawahar Navodaya Vidyalayas, and CBSE schools, with students joining virtually from across the country.

**The Significance of STEM in India**

STEM — science, technology, engineering, and mathematics — is at the heart of India’s growth story. It drives advancements in space exploration, digital innovation, renewable energy, and healthcare.

With a young population and one of the largest pools of engineers and scientists in the world, India relies on STEM to fuel its economic competitiveness, create jobs of the future, and address pressing challenges like climate change, food security, and sustainable urbanisation.

*Note: Except for the headline, this article has not been edited by FPJ’s editorial team and is auto-generated from an agency feed.*
https://www.freepressjournal.in/education/indias-largest-national-stem-quiz-40-launched-with-2-crore-prize-pool-for-students

India’s Largest National STEM Quiz 4.0 Launched With ₹2 Crore Prize Pool For Students

Gandhinagar: The Gujarat Council on Science and Technology (GUJCOST), under the Department of Science and Technology (DST), on Friday launched the country’s largest National STEM Quiz 4.0, offering prizes worth up to Rs 2 crore for winning students.

### About The National STEM Quiz 4.0

Unveiling the quiz, DST Secretary P. Bharti said the initiative — titled “National STEM Quiz 4.0: A New Journey for a New Generation” — aims to nurture curiosity, analytical thinking, and problem-solving skills among school students.

In addition to cash rewards, winners will get the opportunity to visit premier scientific institutions such as BARC-Mumbai, DRDO, SAC-ISRO, and NFSU-Gandhinagar. They will also participate in an exclusive STEM boot camp designed for the top 200 students.

The quiz will be held in two categories: Junior (Class 9–10) and Senior (Class 11–12). Students across India, from all boards and mediums, can register free of cost at [www.stemquiz.gujarat.gov.in](http://www.stemquiz.gujarat.gov.in) until October 30, 2025.

### Growing Nationwide Participation

Speaking at the launch, GUJCOST Advisor and Member Secretary Narottam Sahu highlighted that since 2022, the STEM Quiz has grown into a national platform. Last year’s third edition saw over 10.12 lakh registrations from students across states and boards.

“This year, we are targeting participation from more than 20 lakh students across India,” he added.

As part of the launch, dignitaries also released a Quiz Bank book for junior and senior levels.

### Event and Participants

The event was attended by GSBTM Mission Director Digvijaysinh Jadeja, GSEM Mission Director Neha Kumari, Dr. Vijay Patel from GCERT, and representatives from regional and district science centres, Jawahar Navodaya Vidyalayas, and CBSE schools. Students joined virtually from across the country.

### Importance of STEM in India’s Growth

STEM — science, technology, engineering, and mathematics — is at the heart of India’s growth story, driving everything from space exploration and digital innovation to renewable energy and healthcare.

With a young population and one of the largest pools of engineers and scientists in the world, India relies on STEM to fuel its economic competitiveness, create jobs of the future, and address pressing challenges like climate change, food security, and sustainable urbanisation.

*Note: Except for the headline, this article has not been edited by FPJ’s editorial team and is auto-generated from an agency feed.*
https://www.freepressjournal.in/education/indias-largest-national-stem-quiz-40-launched-with-2-crore-prize-pool-for-students

Donald Trump says China`s President Xi Jinping approved Tik Tok deal

Former US President Donald Trump recently stated that the United States will have “tight control” over the popular app TikTok, describing the arrangement as a “very good deal” for Washington.

“We are going to have very tight control. It is an amazing thing that has been created. I am a little prejudiced because I frankly did so well on it. It got me numbers that nobody has ever even heard before,” Trump said. He added that the app is highly sought after by young Americans and their parents alike.

Trump also highlighted the positive relationship with Chinese President Xi Jinping, saying, “So we were able to work out a deal with China. It’s a very good deal for us. I hope it’s a good deal for them. These are American investors. They are very famous people financially. They’ll have control of it. I want to thank President Xi because he was a gentleman. We just had a good relationship.”

The remarks came after a telephonic conversation between Trump and President Xi Jinping, during which they discussed various issues, including TikTok. The app faces the threat of a ban in the US following legislation passed by the Biden administration mandating that TikTok divest its ownership from the Chinese internet company ByteDance.

In response to the talks, ByteDance released a statement expressing gratitude to both leaders and affirming its commitment to complying with Chinese law to ensure TikTok continues operating in the US. The statement read:

“We thank President Xi Jinping and President Donald Trump for their attention to TikTok. ByteDance will advance related work in accordance with the requirements of Chinese law, allowing TikTok U.S. to continue serving American users well.”

The legislation, passed in April 2024, aims to ban TikTok in the US starting January 19, 2025. However, the government has not yet enforced the ban as it negotiates a deal with China.

According to reports by The Wall Street Journal and The New York Times, citing sources familiar with the discussions, the proposed agreement would grant a group of American investors control of 80% of TikTok, while the remaining 20% would remain with Chinese firms including ByteDance.

This development reflects ongoing efforts by the US to secure greater control over the platform amid national security concerns.

*Note: This story has been sourced from a third-party syndicated feed. Mid-day does not accept responsibility or liability for the dependability, trustworthiness, reliability, or accuracy of the content. Mid-day management reserves the right to alter, delete, or remove content at its sole discretion without prior notice.*
https://www.mid-day.com/news/world-news/article/donald-trump-says-chinas-president-xi-jinping-approved-tik-tok-deal-23594932

US President Donald Trump halts military aid package to Taiwan

US President Donald Trump and Chinese President Xi Jinping held a telephonic conversation, Xinhua News reported on Friday.

Prior to the call between the two leaders, US media reported that President Trump declined to approve USD 400 million in military aid to Taiwan. This move is seen as part of his effort to negotiate a trade deal with China. Trump is also striving to arrange a summit with his Chinese counterpart, Xi Jinping, according to US media reports. The Trump administration is generally seeking to soften relations with Beijing.

A White House representative stated that the decision regarding the aid package has not been finalized and may be reviewed.

According to local US media outlets, Trump and Xi were expected to discuss a deal to confirm the framework for separating the TikTok app from its Chinese owner, ByteDance, to avoid a potential US ban.

“We have a deal on TikTok. I’ve reached a deal with China. I’m going to speak to President Xi on Friday to confirm everything,” Trump told reporters outside the White House.

Last year, former US President Joe Biden enacted a law mandating that TikTok’s parent company, ByteDance—based in China—sell off the app or face a ban in the US due to national security concerns. A US federal law was scheduled to take effect in January this year, requiring the company to find a non-Chinese owner or face a ban in the US. Trump later extended this deadline.

Chinese and US officials recently held a new round of trade talks in Madrid, Spain, on Sunday and Monday, following earlier discussions in Switzerland, Britain, and Sweden.

*This story has been sourced from a third-party syndicated feed and agencies. Mid-day accepts no responsibility or liability for the dependability, trustworthiness, reliability, or accuracy of the text. Mid-day management and mid-day.com reserve the sole right to alter, delete, or remove (without notice) the content at their absolute discretion for any reason whatsoever.*
https://www.mid-day.com/news/world-news/article/us-president-donald-trump-halts-military-aid-package-to-taiwan-23594917

We have EdTech, but is it the right one?

To prepare for the future, investing in human capital is key, and early childhood education (ECE) can offer the highest returns. Betting on this, non-profits across India are decentralising education using technology and innovation.

Indian children born today will enter the workforce as young adults by 2047. By that time, India will have largely won the battle for universal school enrolment. The challenge that beckons next is universal school learning—imparting high-quality education that creates opportunity for all and provides the human capital needed for a developed India by 2047.

Economics Nobel Laureate James Heckman’s work on human capital emphasises the high return on investment in early childhood education. Early interventions enhance cognitive and non-cognitive skills critical to long-term success. The well-known Heckman Curve shows that, across all stages of education, the highest economic returns come from the earliest investments in children.

To raise the collective intelligence of the nation, there is a strong case for investing heavily in ECE by increasing its share of the Samagra Shiksha budget to 5% (up from around 2% currently).

### Leveraging Technology to Scale Quality Education

The ubiquity of smartphones in India today offers a never-before-seen opportunity to rapidly scale high-quality educational inputs to children across the country, regardless of their socio-economic status. A recent survey reported smartphone ownership of 1.5 per household in urban India and 1.3 in rural India.

This simple idea holds great power, and educational non-profits have begun work precisely on this front, with efforts that are only set to expand.

For instance, Rocket Learning, a non-profit launched in 2020, has developed interactive and highly engaging educational content delivered over WhatsApp to teachers, parents, and children. Every day, micro-WhatsApp groups send low-income teachers and parents contextualised content in the local language. This content can be used for play-based activities with children in classrooms or at home.

These activities take less than 20 minutes and involve readily available materials. Research shows that greater parental involvement in children’s education leads to improved academic performance. Rocket Learning reinforces this sense of participation by encouraging parents and educators to share images and videos back to the WhatsApp groups, creating a shared learning community.

Chimple is another example—an Android app developed in India that uses games to instil foundational literacy and numeracy through a teacher-directed, at-home learning model. Using the app, teachers can remotely assign content for children to practise based on the week’s teaching plan.

In a pilot study involving Class 1 and 2 students in Haryana, the treatment group saw a 50% improvement in test scores over the year with just 10 minutes of daily Chimple usage. Similar improvements were recorded in English, with low-performing learners benefiting even more.

### The Emerging Role of Generative AI in Education

As students advance to higher grades, new learning opportunities can be reinforced by generative AI, a powerful tool for Personalised Adaptive Learning (PAL).

Conventional classrooms often offer rigid, one-size-fits-all approaches. PAL, however, allows students to learn at their own pace and in their own space, making engaging, immersive, and interactive learning accessible, even in the remotest locales.

Children from elite backgrounds have an edge due to access to individual high-quality coaches who quickly resolve their problems. PAL can universalise such access.

Educational non-profit Central Square Foundation (CSF) is working with Khan Academy to contextualise Khanmigo—India’s AI-powered personal tutor designed for low-income contexts. State governments are beginning to integrate PAL into their school systems. Andhra Pradesh, for example, has pioneered PAL as part of its World Bank-aided Supporting Andhra’s Learning Transformation (SALT) programme.

The use of PAL to bridge educational divides will only grow in the future.

### Broad AI Applications Beyond PAL

PAL is not the only AI use case in education. AI can generate learning content itself—scripts, rhymes, worksheets, and illustrations created using large language models (LLMs) save time and boost creativity.

AI can translate and dub across languages, simplify animation, and personalise audio with voice cloning. It can also drive data analysis by using incoming messages to draw nuanced insights into the effectiveness of specific educational programmes.

CSF has partnered to build an AI-powered Teacher Coach for government school teachers that provides actionable feedback and identifies effective levers for measurable improvement in classroom practice.

AI tools also reduce teachers’ workloads by grading large volumes of student work rapidly—what once took five minutes can now be done in 20 seconds. They provide nuanced understanding of student performance and actionable insights, enabling teachers to engage more students effectively.

### Ensuring Quality and Inclusiveness in EdTech

India’s EdTech sector is already large and bound to grow further. But it is critical to identify which solutions are relevant, useful, and able to evolve from serving the privileged few to becoming universally enabling.

To evaluate the many available EdTech options, CSF has developed, jointly with IIT Bombay and IIT Delhi, an evaluation index that helps governments and other users make quality-led, evidence-informed choices regarding EdTech procurement—especially for schools serving low-income students.

This index, called **EdTech Tulna**, defines quality standards for good EdTech. It creates exhaustive toolkits and training for decision-makers to apply these standards when evaluating EdTech products and publishes product reviews to drive demand and shape supply.

### Governance and Regulatory Innovations to Elevate Education Quality

Beyond EdTech innovations, governance and regulatory reforms can dramatically uplift quality.

Currently, school regulation is heavily input-focused. The priority must shift towards measuring educational outcomes, which should be reported transparently, publicly, and regularly.

Such transparent data allows parents to choose the best schools for their children and “vote with their feet,” creating pressure to improve quality. It also allows the best schools to emerge as exemplars, whose best practices can be replicated elsewhere.

Countries such as the UK (Office for Standards in Education – Ofsted), Dubai (Knowledge and Human Development Authority – KHDA), and Chile (Sistema de Medición de la Calidad de la Educación – SIMCE) have successfully implemented such transparency models to improve school quality.

India’s National Education Policy (NEP 2020) proposes the creation of a **State School Standards Authority (SSSA)** to set standards and publicise each school’s level based on these standards.

For SSSAs to be effective, they must operate independently of education departments and other government bodies, impartially assessing quality in all schools—public or private. NEP 2020 recommends shifting school regulation from being overly restrictive (especially on private schools) to a “light but tight” approach.

SSSAs should regularly report school quality and make this data publicly accessible.

### Towards a Brighter Educational Future

Every child in India deserves the chance to reach their full potential. With new technologies and enabling reforms, India is well on its way to fulfilling that dream.

*The writer is founder-CEO of The Convergence Foundation and founder chairperson of Central Square Foundation.*

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https://timesofindia.indiatimes.com/india/we-have-edtech-but-is-it-the-right-one/articleshow/124009353.cms

Indore’s SAIMS Takes A Big Stride In Healthcare Innovation

**SAIMS Indore to Become First Private Medical College in India to Produce Isotopes at Own Cyclotron Plant**

*Indore (Madhya Pradesh):* In a pioneering step towards healthcare innovation, Sri Aurobindo Institute of Medical Sciences (SAIMS), Indore, is set to become the first private medical college in the country to produce isotopes at its own cyclotron plant.

The isotopes, including gallium-based PET tracers, will be created using liquid gallium. These isotopes will play a vital role not only in advanced diagnostic procedures but also in treatment, with the added advantage of being free from side effects.

Dr. Vinod Bhandari, founder chairman of Sri Aurobindo University, shared this information while inaugurating an awareness campaign under National Pharmacovigilance Week organized by the department of pharmacology.

He said that in line with Prime Minister Narendra Modi’s vision of a developed India, SAIMS is introducing revolutionary measures to provide patients with world-class medical facilities.

### SAIMS Designated as Regional Pharmacovigilance Centre

Highlighting the institute’s role in drug safety, Dr. Bhandari added that the Government of India has designated SAIMS as the first Regional Pharmacovigilance Centre in Madhya Pradesh under its pharmacovigilance programme.

In the first phase, SAIMS has reported over 6,000 adverse drug reactions from 13 centres to the National Centre (IPC Ghaziabad) and the WHO Uppsala Monitoring Centre in Sweden. This data is being used by national and global health agencies for research and to improve patient safety.

### National Pharmacovigilance Week Awareness Campaign

The campaign coordinators, Dr. Chhaya Goel and Dr. Pooja Reddy, explained that the objective of the National Pharmacovigilance Week is to make patients more aware of possible side effects of medicines and encourage them to report adverse drug reactions.

They further clarified that adverse drug reactions do not reflect negatively on the doctor but instead provide crucial information that helps ensure safer and more effective prescriptions in the future.

Under the campaign, awareness sessions, scientific workshops, and interactive programmes are being conducted to engage both patients and healthcare professionals.

Senior faculty members including Dr. Raj Wavre (Dean, Medical College), Dr. Jayshree Tapadia (Dean, Student Welfare), Dr. Anuja Jha (Deputy Coordinator, Materiovigilance), Mohammad Rafi (Pharmacovigilance Associate), and Jitendra Patidar (Materiovigilance Associate) attended the event.

Sri Aurobindo Institute of Medical Sciences continues to lead in healthcare innovation and patient safety, contributing significantly to India’s goal of advanced medical care facilities.
https://www.freepressjournal.in/indore/indores-saims-takes-a-big-stride-in-healthcare-innovation

Hyundai confirms first India-specific EV: Here’s when it will launch

**Hyundai Confirms First India-Specific EV: Here’s When It Will Launch**
*By Mudit Dube | Sep 19, 2025, 06:24 PM*

**Hyundai Announces India-Specific Electric Vehicle**

Hyundai has revealed plans to launch an electric vehicle (EV) specifically designed for the Indian market. This upcoming model will be tailored to suit local driving conditions and customer preferences, ensuring a more relevant and user-friendly experience for Indian consumers.

In addition, the EV will benefit from a localized supply chain, aimed at making EV ownership more accessible and affordable in India. Although detailed specifications are yet to be disclosed, the new model is expected to debut in the coming years.

**Global Electrification Strategy**

As part of its aggressive electrification roadmap, Hyundai is set to introduce over 18 hybrid models globally. The company is also working on region-specific EVs, including the IONIQ 3 for Europe and a mid-size pickup truck for the North American market.

Alongside these global launches, Hyundai is focusing on developing a vehicle tailored specifically for Indian conditions and buyers, highlighting the strategic importance of the Indian market in its global plans.

**India’s Role in Hyundai’s Production Strategy**

India is poised to play a crucial role in Hyundai’s global production network. The Pune manufacturing facility is expected to produce 2.5 lakh units by 2030, as part of the company’s broader goal to increase worldwide production capacity by 12 lakh units.

Hyundai aims to achieve global vehicle sales of 55.5 lakh by 2030, with electrified models accounting for approximately 60% of total sales—around 33 lakh vehicles. This ambitious target underscores Hyundai’s commitment to electrification and market-specific innovation.
https://www.newsbytesapp.com/news/auto/hyundai-to-develop-india-specific-ev-for-local-conditions/story

Cladun X3 review: Dungeons, dungeons & more dungeons

The PlayStation Portable was an iconic homestead for niche RPGs, cementing the likes of Nippon Ichi Software as small but permanent fixtures in the world of video games. It was on this platform that *Cladun* began, a series that combined retro gaming aesthetics with the enduring features of contemporary, premium handheld gaming.

*Cladun* struggled a bit to survive the PlayStation Vita’s relative floundering, but now, with the Nintendo Switch (and the upcoming Switch 2), it’s the perfect time for a comeback. *Cladun X3* is a curious entry for a few reasons. In a world saturated with dungeon-crawling RPGs, there isn’t much else quite like it.

### What is Cladun X3 About?

Am I a baddie? Probably. *Cladun X3* revolves around a death game—but not in the style of something like *Danganronpa*. Instead, you play as an immortal jellyfish person running a mysterious island called Arcanus Cella, where villains have been summoned from across time and space. The idea is to force these villains to fight each other, keeping them from becoming menaces to society.

You are one such villain, apparently waking up on the island with no memories of your past. Still, while you’re here, you might as well power up and participate in the ensuing violence. Your options for powering up? Dungeons—lots and lots of dungeons.

### Gameplay and Dungeons

There are story dungeons, random dungeons, map dungeons—you get the picture. The basic gameplay loop is fun and simple, designed for fast and furious, bite-sized sessions. Cladun’s dungeons only last a few seconds; the goal is to run through as fast as possible, blasting enemies and avoiding traps in search of the exit.

You can explore more thoroughly to find treasures and hidden goodies, but you’re generally discouraged unless you need to grind.

### Sphere Grids for Spreadsheet Nerds!

Grinding is absolutely necessary, as it’s easy to hit walls in *Cladun*. Progression isn’t just about leveling up—though that’s part of it—but centers more around Magic Circles. These are progression maps where you assign sub-characters to tracks fueled by mana points. On these tracks, you place stat-boosting artifacts that all lead to your main character.

If this sounds complicated, that’s because it is! The sub-characters act as shields, taking damage before your main character does. But if they get knocked out, you lose all benefits from their lanes on the equipped Magic Circle, potentially derailing your offensive or defensive abilities for the rest of the dungeon.

As you play, you’ll gain more mana, stronger artifacts, and new Magic Circles to experiment with. Managing all this can be a real pain, though. The gains are incremental: for example, one point of ATK costs three mana, but two points cost seven. Since you typically gain only one or two mana per level, progression feels slow—(in theory) offset when you unlock more complex Magic Circles with more character slots.

Each time you try a new Magic Circle, you start over with artifact placement, meaning you’ll spend a lot of time poking through menus, doing mana math, and desperately trying to optimize your build as best as you can.

### Increasing Challenge and Frustrations

Meanwhile, enemies get tougher, with deeper HP pools and harder hits as you progress through the story. Unless you’re lucky with item drops, there’s only so much your equipment stats can carry you. Eventually, taking just a few hits will knock out a sub-character (your defense is halved when you run, by the way), nullifying your hard-earned gains in seconds.

This can be incredibly frustrating, especially since later dungeons fill the screen with enemies wielding massive area-of-effect attacks. Combat slows down considerably as you’re forced to play more cautiously against faster, stronger, and more numerous foes.

### Grinding in Bonus Dungeons

Ran-geons and map-geons should serve as great places for grinding. After all, they’re bonus dungeons with randomized elements that appear early, providing opportunities to level up.

However, you can easily end up in tough situations with no chance of victory and no way out but to escape. Normal escape exits are random, so if one doesn’t appear, you must run for gates until an exit spawns, give up, or die. The penalties for dying are harsh—you lose all your items and most of the experience and money you’ve earned.

It’s often more productive to replay a recent story dungeon over and over to grind levels. Yuck.

### Making Cladun Your Own

Grinding can be a drag, but there’s an under-the-radar aspect of *Cladun X3* that creative players might love.

The main and sub-characters aren’t scripted story participants—you create custom recruits, Dragon Quest III style. The customization options are frankly wild. Nearly every element of *Cladun X3* is editable. You can design your own sprites, starting from scratch or using templates. You can customize equipment, flavor text, and even design your own hub map.

There’s even a fully-fledged music composition tool included, allowing you to write and assign your own background music tracks across the game. It’s absurd—in a great way.

If you’re a creative type who enjoys grinding levels in a laid-back environment, you can craft your own little retro RPG world. It feels like an Animal Crossing for RPG fans, stopping just short of becoming a full RPG Maker-style experience.

And if customization isn’t your thing, you can ignore it entirely and play through the story without missing anything.

### Final Thoughts

If *Cladun X3* were tuned just a little differently, it could be the perfect time-killing grindfest. Picking characters, customizing them, and running bite-sized dungeons for numbers-driven dopamine sounds like a recipe for good times.

But having to tinker endlessly with the Magic Circles for gains that feel disproportionately small compared to the time invested, while rapidly being outpaced by scaling dungeons, makes the progression pace feel slow and arduous.

I enjoy grinding to an extent, but *Cladun X3*’s demands feel a bit excessive. I respect the wild creativity on offer, but the way the game requires your time in exchange for flimsy rewards weakens its ability to truly capture my attention.

*Cladun X3* launches on September 26, 2025, for the Nintendo Switch, PC, and PlayStation 4 and 5. A Switch review code was provided by the publisher.
https://www.shacknews.com/article/146007/cladun-x3-review-score

India’s first trillion-parameter model to power next-gen AI apps

**India’s First Trillion-Parameter AI Model to Power Next-Gen Applications**

*By Mudit Dube | Sep 19, 2025, 05:18 PM*

In a major stride for India’s artificial intelligence landscape, BharatGen—a government-backed consortium led by IIT Bombay—has been awarded over ₹900 crore under the IndiaAI Mission. This substantial funding will support the creation of India’s first trillion-parameter large language model (LLM), designed to fuel next-generation AI applications across multiple sectors.

### Building a Trillion-Parameter Model for India

The ambitious project aims to develop a massive AI model tailored specifically for Indian contexts. However, this colossal “mother” model is not intended for direct consumer use. Instead, it will be distilled into smaller, domain-specific models suited for industries such as law, agriculture, and finance.

Rishi Bal, Executive Vice President at BharatGen, explained that these distilled models could serve practical uses—like agricultural advisory tools available in various regional languages or legal assistants trained on Indian case law—making AI more accessible and useful across diverse fields.

### Creating a Sovereign Indian Dataset

To ensure that the LLM accurately reflects India’s unique languages and cultures, BharatGen is heavily investing in building a sovereign dataset. The consortium is collaborating with publishers to license archival content and is providing free OCR services to digitize regional texts.

Furthermore, crowdsourced annotation efforts are underway to capture the linguistic nuances and cultural specificities of Indian languages. This indigenous data collection strategy is aimed at reducing reliance on foreign datasets and better aligning AI outputs with Indian realities.

### Overcoming GPU Supply and Funding Challenges

Training a trillion-parameter AI model requires thousands of GPUs working in parallel, and hardware availability remains a key challenge. Bal noted that, like many in the field, BharatGen must navigate GPU supply constraints.

The ₹900 crore government funding will partially subsidize GPU acquisition, supporting the computational backbone of this mammoth training effort. Under the IndiaAI Mission, nearly 40,000 GPUs have been allocated across various initiatives, including BharatGen’s sovereign LLM project.

### Focus on Reliability and Real-World Impact

BharatGen CEO Ganesh Ramakrishnan emphasized that the focus is on building models grounded in Indian data and languages rather than simply scaling up parameters. He highlighted the importance of reliability for real-world applications.

The consortium plans to release distilled models to developers, enabling startups and enterprises to build AI-powered solutions without needing to train massive models from scratch. This approach is expected to accelerate innovation and democratize access to cutting-edge AI technology.

### Collaborative, Efficient Operations

Operating on a hub-and-spoke model with teams spread across India, BharatGen brings together engineers, data scientists, and domain experts while maintaining lean operations. This distributed structure fosters collaboration and specialization.

Looking ahead, BharatGen is exploring public-private partnerships and sustainable revenue models such as licensing distilled AI models — ensuring continuous growth and broader adoption of Indian AI technologies.

With this landmark project, BharatGen is paving the way for AI systems that are not only powerful but also deeply rooted in India’s linguistic and cultural landscape, promising impactful and reliable applications across the nation’s key sectors.
https://www.newsbytesapp.com/news/science/iit-bombay-s-bharatgen-to-build-1t-parameter-ai-model/story

India’s first trillion-parameter model to power next-gen AI apps

**India’s First Trillion-Parameter Model to Power Next-Gen AI Apps**
*By Mudit Dube | Sep 19, 2025, 05:18 PM*

**BharatGen Consortium Awarded ₹900 Crore to Build India’s Largest AI Model**

A government-backed consortium led by IIT Bombay, BharatGen, has been granted over ₹900 crore under the IndiaAI Mission to develop India’s first trillion-parameter large language model (LLM). This ambitious project aims to create a massive AI system that will serve as the foundation for building smaller, domain-specific models tailored for sectors such as law, agriculture, and finance.

**From a ‘Mother Model’ to Specialized AI Solutions**

Rishi Bal, Executive Vice President at BharatGen, explained that the trillion-parameter model is not intended for direct use by consumers. Instead, it will act as a “mother system” from which smaller, more efficient AI models can be distilled. These specialized models could include agricultural advisory tools available in regional languages or legal assistants trained on Indian case law, designed to meet the unique needs of various industries.

**Building a Sovereign Indian Dataset**

To ensure the AI reflects authentic Indian contexts, BharatGen is heavily investing in creating a sovereign dataset by aggregating diverse Indian content. The consortium is collaborating with publishers to license their archives and create comprehensive digital corpora. Additionally, they are providing free OCR (Optical Character Recognition) services to digitize regional texts and are employing crowdsourced annotation to capture the nuances of Indian languages and culture.

**Hardware Challenges and GPU Availability**

Training a trillion-parameter model requires thousands of GPUs running in parallel. Bal acknowledged the challenges in securing sufficient hardware and noted that BharatGen must wait for GPU supply like others in the field. The ₹900 crore government funding will act as a subsidy to help procure the necessary GPUs. Under the IndiaAI mission, around 40,000 GPUs have been allocated to various projects, including building India’s sovereign LLM models.

**Focus on Reliability and Real-World Applications**

Ganesh Ramakrishnan, CEO of BharatGen, emphasized that their priority is creating AI models grounded in Indian data and languages with a strong focus on reliability for real-world applications—not just raw scale. BharatGen plans to release distilled versions of the model to developers, enabling startups and enterprises to build AI-powered applications without the need to train colossal systems from scratch.

**Operational Structure and Future Plans**

BharatGen operates on a hub-and-spoke model with teams distributed across multiple locations in India. According to Bal, this approach helps bring together engineers, data scientists, and domain experts efficiently while keeping operations lean. Ramakrishnan also noted that BharatGen is exploring public-private partnerships and revenue models such as licensing smaller distilled models to sustain and expand the initiative.

This pioneering project marks a significant step toward India’s technological sovereignty in AI, promising customized and reliable solutions tailored for the country’s diverse sectors and languages.
https://www.newsbytesapp.com/news/science/iit-bombay-s-bharatgen-to-build-1t-parameter-ai-model/story