Breaking Barriers: How AI Can Transform Mathematics Learning for Girls in Rural Punjab

In the dusty corridors of a government school in a small mofussil town in Punjab, thirteen-year-old Simran sits in her 7th grade mathematics class, her hands trembling as the teacher writes algebraic equations on the blackboard. The numbers and symbols blur before her eyes, and a familiar knot of anxiety tightens in her stomach. She is not alone. Around her, dozens of other girls share the same silent terror—a deep-seated fear of mathematics that threatens to dim their dreams before they even fully form.

This fear is not born in isolation. It is cultivated by years of traditional teaching methods that prioritize rote memorization over conceptual understanding, by overcrowded classrooms where individual attention is a luxury, and by societal expectations that subtly whisper that mathematics is not for girls. In rural Punjab, where patriarchal attitudes still run deep, the invisible barriers facing girls like Simran are compounded by practical challenges: inadequate infrastructure, shortage of qualified teachers, and limited access to supplementary learning resources that their urban counterparts take for granted.

Yet mathematics is not merely another subject to be endured and forgotten. It is the gateway to India’s most promising career paths—engineering, medicine, data science, artificial intelligence, and financial services. As India surges forward as a global technology hub, mathematical literacy has become the passport to economic independence and social mobility. For girls in mofussil towns, mastering mathematics is not just about solving equations; it is about rewriting the script of their lives.

This is where artificial intelligence enters as a transformative force—not as a replacement for teachers, but as a powerful ally that can democratize quality education. An AI-based learning tool specifically designed for mathematics can address the unique challenges that girls like Simran face in ways that traditional classroom instruction simply cannot.

First and foremost, AI eliminates the fear of judgment. In a classroom setting, girls often hesitate to ask questions, fearful of appearing slow or incapable in front of peers and teachers. This silence is particularly acute in communities where girls are already battling stereotypes about their mathematical abilities. An AI learning companion creates a safe, private space where mistakes are not sources of shame but stepping stones to understanding. Simran can ask the same question ten times, approach a problem from different angles, and learn at her own pace without worrying about disappointing anyone or confirming negative stereotypes.

The personalization that AI offers is revolutionary for students in government schools where a single teacher may be responsible for sixty or more students. An AI system can assess Simran’s current understanding, identify specific gaps in her foundational knowledge, and create a customized learning path that addresses her unique needs. If she struggles with fractions, the AI doesn’t simply move forward with the curriculum—it adapts, offering multiple explanations, visual representations, and practice problems until the concept clicks. This individualized attention, previously available only to privileged students with private tutors, becomes accessible to every girl with a smartphone or tablet.

Moreover, AI-based tools can make mathematics come alive through interactive visualizations and real-world applications. Instead of abstract symbols on a blackboard, Simran can see geometric principles in the architecture of the Golden Temple, understand percentages through scenarios of crop yields and market prices relevant to her community, and grasp algebraic thinking through puzzles and games that feel less like homework and more like play. This contextual learning bridges the gap between classroom theory and lived experience, making mathematics meaningful rather than mysterious.

The multilingual capabilities of AI tools are particularly crucial in Punjab, where many students think in Punjabi but are taught in English or Hindi. An AI tutor can seamlessly switch between languages, explaining complex concepts in Simran’s mother tongue while gradually building her comfort with mathematical terminology in other languages. This linguistic flexibility removes yet another barrier that has historically made mathematics feel foreign and inaccessible.

Beyond academics, an AI learning tool can serve as a constant source of encouragement and positive reinforcement. The system can celebrate small victories, track progress over time, and remind Simran of how far she has come—building not just mathematical competence but mathematical confidence. For girls who have internalized negative messages about their abilities, this consistent, data-driven affirmation can be transformative. The AI becomes an advocate that says, “You can do this,” backed by evidence of actual improvement.

The impact of conquering mathematical fear extends far beyond solving equations. When Simran masters a difficult concept, she doesn’t just learn mathematics—she learns that challenges can be overcome through persistence, that her intelligence is not fixed but can grow, and that she is capable of achieving goals that once seemed impossible. These metacognitive skills—resilience, problem-solving, analytical thinking—are the real treasures of mathematical education, and they transfer to every aspect of life.

As India’s economy continues its digital transformation, the girls who understand mathematics will be the ones who shape the future rather than merely observe it. They will be the software developers creating the next generation of applications, the data analysts informing policy decisions, the entrepreneurs building startups, the researchers solving climate challenges, and the leaders driving innovation. For girls in mofussil towns, an AI learning tool is not just about better grades—it is about accessing opportunities that can lift entire families out of economic insecurity.

The timing is critical. Seventh grade represents a pivotal moment when mathematical concepts become more abstract and many students, particularly girls, begin to disengage. Intervention at this stage can prevent a downward spiral of confusion, anxiety, and eventual abandonment of STEM aspirations. By providing support precisely when it is most needed, AI tools can keep doors open that might otherwise slam shut.

Furthermore, as these girls develop mathematical proficiency and confidence, they become role models for younger siblings and peers, creating a ripple effect throughout their communities. They challenge stereotypes simply by existing as living proof that girls from small towns can excel in mathematics. They become the evidence that inspires the next generation.

In the quiet determination of girls like Simran lies immense potential—potential that has been constrained by inadequate resources, social prejudices, and educational systems not designed to nurture their talents. An AI-based mathematics learning tool is not a silver bullet, but it is a powerful equalizer that can provide personalized, patient, judgment-free instruction to every girl who needs it. It can transform mathematics from a source of fear into a source of power, from a barrier into a bridge.

As Simran sits in that classroom, she deserves more than traditional methods that have failed countless girls before her. She deserves tools that recognize her potential, address her specific needs, and support her journey toward mastery. She deserves the chance to discover that she is not bad at mathematics—she simply hasn’t yet found the right way to learn it. And when she does, when that moment of understanding finally arrives and fear gives way to confidence, she won’t just be solving equations. She’ll be solving the equation of her own future, one where she is the author of her own story, empowered by knowledge that no one can take away.

The question is not whether girls in rural Punjab can excel in mathematics. The question is whether we will provide them the tools to prove what they have always been capable of achieving.

The Four Engines of Change: A Framework for Understanding (And Driving) Progress

If you’re trying to make a dent in the universe—whether in your company, your industry, or society at large—it’s easy to feel overwhelmed. Where do you even begin? History provides a blueprint. Through my own reading and observation, I’ve found that meaningful, lasting change is almost always driven by the interplay of four powerful catalysts: Technology, Policy, Activism, and Capital.

None operates in a vacuum. The most transformative shifts occur when these forces align, creating a powerful synergy that reshapes our world. Let’s break them down with real-world examples.

1. Technology: The Spark of Possibility

Technology is the great enabler. It creates new tools, dissolves old barriers, and opens doors we didn’t even know existed.

  • Example: The Internet (ARPANET/TCP/IP). It provided the foundational how, making global, instantaneous communication possible. But it started as a niche tool.
  • Its role: To provide the means—the solution to a problem previously thought unsolvable.

2. Policy: The Framework for Scale

Technology alone isn’t enough. Policy builds the guardrails and highways that allow innovation to scale safely and equitably.

  • Example: The Commercialization of the Internet (1991). The U.S. government’s policy to open the internet for commercial use created the rules of the road. This was followed by critical policies like Section 230, which shaped the modern web.
  • Its role: To provide the rules—creating stability, incentives, and structures for widespread adoption.

3. Activism: The Catalyst of Conscience

Activism is the moral compass and the urgent voice. It identifies injustice, raises awareness, and creates the public demand that forces the system to respond.

  • Example: The Climate Movement. For decades, activism from groups like Greenpeace and individuals like Greta Thunberg has kept relentless pressure on institutions, making climate action a global priority and creating the imperative for change.
  • Its role: To provide the why—articulating the need for change and applying relentless pressure.

4. Capital: The Fuel for Execution

Ideas and imperatives need resources to become reality. Capital provides the fuel to build, scale, and sustain change.

  • Example: The Renewable Energy Boom. Breakthroughs in solar tech (Technology) and government subsidies (Policy) became attractive. Venture Capital and Impact Investing then poured billions ($~300B in global investments in 2022) into companies like NextEra Energy, providing the fuel to scale manufacturing and deployment.
  • Its role: To provide the resources—funding the journey from prototype to planet-wide impact.

The Magic is in the Interaction: The Electric Vehicle (EV) Case Study

Watch these four forces work together right now in the EV revolution:

  • Technology: Advances in battery chemistry (lithium-ion) and software made EVs viable (Tesla).
  • Activism: Growing public concern over emissions pushed automakers to find cleaner alternatives.
  • Policy: Government mandates (EU combustion engine ban), tax credits (US Inflation Reduction Act), and emissions standards created a massive market incentive.
  • Capital: Billions in VC funding for startups (Rivian), corporate R&D budgets (Ford, GM), and public market investment provided the capital to scale.

None of these catalysts could have done it alone.

How You Can Use This Framework

  1. As a Lens: Analyze any major shift—the adoption of AI, the future of work—through these four lenses. You’ll understand it on a deeper level.
  2. As a Strategy: If you’re leading change, ask yourself: “Which lever am I pulling? And which do I need to partner with?” A tech founder might need to engage with policymakers. An activist might need to make a business case to attract capital.

True progress isn’t a solo mission. It’s a complex dance between invention, governance, conscience, and investment. By understanding these four engines, we can stop working in silos and start building more powerful, intentional, and lasting change.

What do you think? Are there other catalysts you would add to this framework? I’d love to hear your thoughts and other examples in the comments

The Nutrition Cost of Free Trade: Why the India–UK FTA Must Guard Against Ultra- Processed Food Imports

After years of intense negotiations, the India–UK Free Trade Agreement (FTA) is nearing the finish line. Touted as a landmark deal, it promises mutual economic gains: India gains better access to UK markets for textiles, pharmaceuticals, software, and more, while the UK secures a foothold in one of the world’s fastest-growing consumer economies post-Brexit.

Lower tariffs, fewer regulatory hurdles, and seamless cross-border transactions are central to the FTA. Policymakers on both sides hail the agreement as a win-win — a vehicle for growth, innovation, and job creation. But buried beneath these economic headlines lies an overlooked but crucial question: what will this deal mean for public health — and more specifically, for India’s food system?

Trade agreements are not just economic instruments; they have far-reaching implications for what people eat, how food is produced, and who controls the food supply. The India–UK FTA, in its current form, may unintentionally open the floodgates to ultra-processed food (UPF) imports, with potentially disastrous consequences for India’s already fragile nutrition landscape.

According to the NOVA classification system, ultra-processed foods are industrial formulations primarily made from substances extracted from foods or synthesized in laboratories: preservatives, flavourings, colourings, added sugars, and hydrogenated oils. These are foods engineered for convenience, shelf life, and hyper-palatability — think chips, soft drinks, sugary breakfast cereals, candy, and instant noodles.

The draft India–UK FTA proposes the elimination of tariffs on 99% of products, including animal products, vegetable oils, and processed foods. While this might appear beneficial for consumer choice and market competition, public health experts warn it could flood Indian markets with cheap, aggressively marketed UPFs — products known to contribute to obesity, heart disease, diabetes, and other non-communicable diseases (NCDs).

India is not the first country to face the nutrition fallout of trade liberalisation. The experience of Mexico under the North American Free Trade Agreement (NAFTA) is a cautionary tale. NAFTA, implemented in 1994, dramatically transformed Mexico’s food environment. With tariffs lowered and U.S. investments surging, ultra-processed food and beverage companies like Coca-Cola expanded aggressively. By 2002, Mexicans consumed more Coca-Cola per capita than Americans, and obesity rates soared. Between 1988 and 1999, obesity prevalence jumped from 33% to 59%, and traditional diets based on corn, beans, and squash were rapidly displaced by processed imports. The result? A public health crisis driven by dietary change.

Australia’s trade deal with the U.S. offers another troubling precedent. Post-agreement, imports of sugary drinks and snack foods surged, propelled by relaxed tariffs and aggressive corporate marketing. UPF consumption rose, with measurable increases in obesity and metabolic disease.

India risks walking the same path. British-based food giants such as Nestlé UK, Cadbury- Mondelez, and Unilever UK are major players in the global UPF market. Once tariff barriers fall, these companies are poised to expand their footprint across India, especially in urban markets where demand for convenience and packaged foods is high. Backed by sophisticated marketing, attractive packaging, and low prices, these products are likely to find a strong foothold.

This risk is especially stark given India’s current nutrition profile. The country faces a dual burden: persistent undernutrition coexists with rising obesity and diet-related NCDs. According to the National Family Health Survey (NFHS-5), the proportion of overweight

children under five increased from 2.1% in 2015–16 to 3.4% in 2019–21. Meanwhile, 6.4% of women and 4.0% of men aged 15–49 are obese — figures that continue to climb.

Among urban adolescents, the picture is more alarming. The proliferation of food delivery apps, digital marketing, and the unregulated sale of junk food in school canteens only exacerbate the problem. If the India–UK FTA lowers prices and expands availability of UPFs, it could further erode traditional food habits and exacerbate the nutrition transition — with lasting damage.

What’s concerning is the disconnect between India’s trade and nutrition policies. Free trade agreements like the proposed FTA often exclude considerations of dietary health. India still lacks a comprehensive policy framework to regulate UPFs — there are no mandatory front-of- pack warning labels, few advertising restrictions (especially for digital media), and no taxes on high-fat, sugar, and salt (HFSS) products.

In this context, prioritising short-term economic gains without accounting for long-term health costs is dangerously short-sighted. India must urgently implement safeguards to protect public health before finalising the FTA. A good starting point would be conducting a comprehensive Health Impact Assessment (HIA) of the agreement — to identify nutritional risks and propose evidence-based mitigation strategies.

Second, sensitive food categories such as sugary drinks, candies, and HFSS snacks should be excluded from tariff reductions. This approach is not unprecedented: countries like Mexico and Chile have taken strong policy steps to shield their populations from UPFs, introducing warning labels, advertising bans, and fiscal measures.

Third, India must strengthen domestic regulations: mandatory front-of-pack warning labels; strict limits on junk food advertising (especially to children); and taxes on sugary and ultra- processed products. These policies would curb demand and deter companies from exploiting gaps in the regulatory system.

FTAs, if wisely negotiated, can promote nutrition rather than undermine it. They can facilitate trade in healthy foods — fruits, millets, pulses, and traditional grains — and channel investments into food infrastructure like cold chains, agro-processing, and sustainable supply

chains. But this requires a fundamental rethinking of trade not merely as an economic tool, but as a lever for public well-being.

India is at a critical juncture. As it negotiates FTAs with global partners, it has an opportunity

— and a responsibility — to champion a new model of “nutritionally sensitive trade.” Aligning trade policy with Sustainable Development Goals (SDGs) on health, nutrition, and well-being isn’t just good governance; it’s essential for building a healthier future.

In the race to globalize markets, we must not globalize malnutrition.

Reading Between the Lines: Why Food Labels Matter for India’s Health

Imagine buying a packet of “lightly salted” chips, only to realise it contains nearly half your daily recommended sodium intake. In India, where non-communicable diseases (NCDs) like hypertension, diabetes, and heart disease are surging, food labels are no longer just technical details – they are a matter of life and death.

The Reality Behind Labels

According to the Food Safety and Standards Authority of India (FSSAI), over 70% of packaged foods exceed recommended limits for salt, sugar, or fat. Yet, labelling remains confusing, inconsistent, and often misleading. Terms like “natural”, “lite”, or “zero sugar” frequently mask high levels of unhealthy additives.

The World Health Organization (WHO) highlights that simple front-of-pack labels can reduce unhealthy food consumption by 20-25%, as seen in countries like Chile and Israel. Their policy brief strongly recommends “interpretive” labels – using symbols, colours, or warnings instead of technical data – to enable quick, informed decisions, especially among populations with low nutritional literacy.

Dr. Robert Lustig’s Warning

Dr. Robert Lustig, renowned paediatric endocrinologist and author of “Fat Chance: Beating the Odds Against Sugar, Processed Food, Obesity, and Disease”, asserts:

“You can’t tell people to eat less sugar if they don’t know where the sugar is.”

His research shows hidden sugars in packaged foods are a prime driver of global obesity and metabolic syndrome. In India, where processed food consumption is rising rapidly across urban and rural markets, this hidden burden will soon translate to unmanageable public health costs.

What’s Missing in India’s Labelling?

  1. Lack of front-of-pack warnings – Current Indian labels mention nutritional details on the back in fine print. Consumers rarely read, understand, or interpret these.
  2. Technical jargon – Terms like “polyunsaturated fats” or “sodium benzoate” fail to inform an average buyer.
  3. Misleading claims – Products labelled “100% natural” may still be ultra-processed with additives and preservatives.
  4. Low awareness – FSSAI’s Eat Right India campaign is a step forward, but literacy levels and regulatory enforcement remain weak.

By the way a black octagon (stop sign shape) with white bold text stating, for example shown in the picture used for this article in Spanish mean

  • HIGH IN SUGAR
  • “HIGH IN SATURATED FATS”
  • HIGH IN CALORIES

Such signs are displayed prominently on the front of the package, often with multiple labels if the product exceeds limits for more than one nutrient.

Learning from Global Examples

  • Chile’s warning label system (black stop signs) led to a 25% drop in sugary drink consumption within 18 months.
  • UK’s traffic light labelling helps consumers instantly see high (red), medium (amber), or low (green) levels of fat, sugar, and salt.
  • Israel’s dual label policy warns high sugar, salt, and fat foods while promoting healthier options with a green label.

Why This Matters for India

India is home to 77 million diabetics – second only to China – and cardiovascular diseases account for 28% of total deaths. A recent study by the Indian Council of Medical Research showed rapid growth of obesity and hypertension even among rural youth, driven by processed food penetration.

Without clear, honest labelling, consumers remain vulnerable. Public health costs will escalate, impacting economic productivity and family livelihoods alike.

The Way Forward

Implement mandatory front-of-pack warning labels, prioritising high-risk categories like sugary drinks, snacks, and ultra-processed foods.
Simplify language, using symbols, colour codes, and regional language translations.
Regulate health claims, banning misleading branding until the product meets defined health standards.
Integrate label literacy into school curriculums and community health programmes under National Nutrition Mission.
Ensure accountability by empowering FSSAI to enforce compliance with penalties for violators.

Closing Call

India stands at the cusp of a health crisis fuelled by what we eat, but the solution begins with what we read. A simple, honest label can empower every consumer to make better choices, prevent disease, and reclaim control over their health.

It’s time we demanded to know what we eat.

🔥 Breastfeeding: The Ultimate Act of Power, Not Just a “Choice” 🔥

Imagine a world where the same society that hypersexualizes breasts in ads and movies shames women for using them to feed their infants in public. A world where corporations profit from powdered substitutes linked to infant deaths, while calling breastfeeding “inconvenient.” Welcome to our reality—one that’s long overdue for dismantling.

🌍 Ancient Civilizations Revered Breastfeeding. Modern Society Censors It.

Long before bras or billboards, breasts were worshipped as lifelines—not reduced to “assets.”

  • Hinduism: The Rigveda (1500 BCE) calls breast milk “the first ambrosia.” Temples from Khajuraho to Mahabalipuram carved bare-breasted goddesses—their milk symbolized prosperity.
  • Greek Myth: Hera’s spilled breast milk created the Milky Way. Even Zeus was raised by a goat—proof that “mother’s milk” transcends biology.

Yet today, Instagram removes nursing photos for “nudity” while allowing formula ads that violate WHO guidelines. The same app hosts #BollywoodBikini posts with millions of likes.

Who’s really “backward” here?

📌 55% of Indian infants are exclusively breastfed—lower than war-torn Afghanistan (58%) (NFHS-5).
📌 92% of Indian mothers face harassment while nursing in public (BPNI, 2023).

🍼 Breasts Are Life-Saving Organs—Stop Reducing Them to Sex Objects

Female breasts are the only organs society sexualizes more than it values for their actual function: sustaining human life.

  • Breast milk is not just food—it’s a living superfluid with 1,000+ components (antibodies, stem cells, probiotics) that adapt to a baby’s needs (NIH).
  • Formula is a static, processed substitute—none of which replicate this biological miracle.

If men’s chests could produce a substance that saves 820,000 children annually (WHO), they’d be worshipped as gods. Yet women are shamed for using theirs.

Myth: “Breastfeeding is just a personal choice.”
Fact: It’s a public health imperative. When women are supported, entire nations thrive.

💀 The Billion-Dollar Lie: How Formula Companies Profit Off Infant Deaths

The $70+ billion formula industry spends billions marketing “convenience” while downplaying deadly risks.

  • Non-breastfed infants have a 74% higher risk of dying from infections in low-income countries (The Lancet).
  • In India, 1 lakh children die yearly from preventable diseases linked to poor breastfeeding—more than terrorism deaths (UN).
  • Formula ads show smiling babies—never the 1 in 6 Indian infants who die from diarrhea due to unsafe feeding (WHO).

Myth: “Formula is almost as good as breast milk.”
Fact: It’s a death sentence for thousands. Nestlé has been fined for pushing formula in poor nations (IBFAN).

⚖️ Breastfeeding vs. Beauty Standards: The Hypocrisy

Society celebrates breasts in bikinis but vilifies them in bibs.

  • In Norway, 80% of moms breastfeed past 6 months (vs. 55% in India) because it’s normalized—not hidden like a crime (UNICEF).
  • Instagram bans nipples in nursing photos but allows formula ads that harm babies.

Myth: “Public breastfeeding is indecent.”
Fact: It’s indecent to let babies starve to protect outdated norms.

⚡ Legal Wins: Breastfeeding as a Constitutional Right

Every year, nearly one lakh children in India die from preventable diseases that could have been avoided through breastfeeding. The human cost is tragic. The economic loss? A staggering $14 billion annually.

But the tragedy isn’t just in what’s lost — it’s in what’s ignored.

India has had the Infant Milk Substitutes Act since 1992, yet companies continue to undermine breastfeeding through indirect marketing, celebrity endorsements, and unregulated digital campaigns. Just last year, BPNI flagged major violations by well-known brands including Amul and Nestlé, calling attention to influencer-driven formula promotions on social media.

🧸 Teddy bears and hashtags cannot replace the bond between mother and child.

Courts are finally calling out systemic failures:

  • Supreme Court (2022): In Maatr Sparsh v. Union of India, ordered breastfeeding rooms in public spaces, calling stigma “unconstitutional” recognized breastfeeding as key to a child’s right to life and health.
  • The Karnataka High Court (Husna Banu v. State of Karnataka) upheld breastfeeding as a constitutional right under Article 21.
  • The Punjab & Haryana High Court affirmed a mother’s right to custody due to the child’s dependence on breastfeeding.
  • The Madras High Court, in a landmark judgment (U. Ishwarya case), asked if India should go further — make breastfeeding a legal duty, invest more in infrastructure, and hold authorities accountable when mothers are denied their rights.

🌍 Global Shockers:

  • UAE: Employers must provide 2 paid hours daily for breastfeeding (18 months).

Philippines: It’s illegal to discourage public breastfeeding.

⚖️Breastfeeding is a child’s first right. It is a mother’s freedom. And it is a nation’s responsibility.

We are a nation where food marketing is louder than child rights.
Where digital influencers carry more weight than public health experts.
Where laws exist — but enforcement limps.

It’s time to:
✅ Enforce the IMS Act strictly.
✅ Monitor digital and influencer marketing.
✅ Invest in maternity infrastructure and public awareness.
✅ Recognize breastfeeding as a public health intervention, not a private inconvenience.

If we fail to protect this basic right — we don’t just fail our women and children. We fail our future.

Let’s not look away. Let’s act.

🚀 Time for Change. Here’s How We Fight Back:

We are a nation where food marketing is louder than child rights.
Where digital influencers carry more weight than public health experts.
Where laws exist — but enforcement limps.

1️⃣ Criminalize formula marketing (like tobacco) and ban predatory ads.
2️⃣ Mandate paid lactation breaks & workplace nurseries.
3️⃣ Boycott Nestlé & other brands exploiting vulnerable mothers.

📢 A Call to Action: Reclaim the Narrative

📸 Share breastfeeding photos with #NotForYourPleasure to:
✔ Challenge the sexualization of breasts.
✔ Normalize feeding babies as the ultimate act of love & power.

The next time someone shames a breastfeeding mother, ask:
“Would you shame a life-saving organ?”

Because breasts aren’t just body parts. They’re proof of a power that’s been ignored for too long.

🔥 #NotForYourPleasure #BreastfeedingIsPower #PublicHealth #WomenRights

📚 Sources: WHO, The Lancet, UNICEF, NIH, IBFAN, NFHS-5

✅ Like | 💬 Comment | 🔄 Repost to spread awareness!

(Let’s make this viral—mothers and babies deserve better!) 🚀