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By:

Akhilesh Sinha

25 June 2025 at 2:53:54 pm

Code for the Many

India wants artificial intelligence to serve development rather than deepen divides Prime Minister Narendra Modi during a meeting with his Bhutanese counterpart Tshering Tobgay in New Delhi. New Delhi:  As the IndiaAI Impact Summit 2026 enters its third day, India appears to be pressing a case that cuts against the grain of much global AI discourse. The summit has been framed by the Sanskrit maxim  sarvajan hitaya, sarvajan sukhaya  (for the welfare and happiness of all) and seeks to move the...

Code for the Many

India wants artificial intelligence to serve development rather than deepen divides Prime Minister Narendra Modi during a meeting with his Bhutanese counterpart Tshering Tobgay in New Delhi. New Delhi:  As the IndiaAI Impact Summit 2026 enters its third day, India appears to be pressing a case that cuts against the grain of much global AI discourse. The summit has been framed by the Sanskrit maxim  sarvajan hitaya, sarvajan sukhaya  (for the welfare and happiness of all) and seeks to move the debate beyond safety alarms and corporate rivalry towards a more pointed question: who, exactly, should benefit from artificial intelligence. Building on its advocacy in 2023 for fairer digital and financial access for the Global South, India is now positioning itself as a steward of a more democratic, human-centric AI that is meant to narrow, rather than entrench, global and domestic inequalities. That ambition builds on India’s posture at earlier global forums. In 2023, New Delhi argued that digital public infrastructure and concessional financing should be treated as global public goods, particularly for poorer nations. Three years on, the argument has sharpened. If AI is to shape growth, productivity and governance in the coming decades, India insists that its benefits must not mirror the inequalities of the industrial and digital revolutions before it. This sets India apart from the dominant poles of AI power. The United States and China have raced ahead with proprietary models and compute-heavy ecosystems. India, lacking the same scale of capital or chips, has instead emphasised deployment by asking how AI can be applied cheaply, widely and with human oversight. As Prime Minister Narendra Modi has often argued, AI is a double-edged tool: transformative when governed well, corrosive when left to markets alone. Stark Contrast The contrast with earlier summits is deliberate. Britain’s 2023 meeting at Bletchley Park fixated on catastrophic risks and frontier safety. South Korea’s Seoul summit in 2024 focused on scientific cooperation to mitigate harm. France’s Paris meeting in 2025 tried to tether AI to sustainability and public interest. India’s turn is broader and more political. The question it poses is not merely how to restrain AI, but how to distribute it. At the heart of the summit is an effort to make AI legible to ordinary citizens. Demonstrations are expected on its use in schools, hospitals, farms and welfare schemes, with particular emphasis on small towns and rural areas. The aim is to narrow what Indian officials increasingly describe as an “AI divide” between those who can exploit algorithms and those who remain invisible to them. The economic case is straightforward. AI-driven tools can raise productivity by automating routine work, improve hiring by reducing bias, and conserve energy through smarter consumption. In education, adaptive learning systems promise to personalise instruction in overcrowded classrooms. In agriculture, predictive models can guide farmers on soil health, pests and weather, lifting incomes while improving food security. In healthcare, AI-assisted diagnostics, from cancer detection in scans to remote patient monitoring, could compensate for India’s chronic shortage of doctors, especially outside cities. One of the summit’s most politically charged themes is road safety. India records between four and five lakh road accidents a year. According to figures cited in Parliament by Nitin Gadkari, 2024 alone saw 1.77 lakh fatalities, a third of them on national highways that make up just 2% of the road network. Officials argue that AI - through speed monitoring, pre-collision alerts and predictive traffic management - could dramatically cut deaths and emissions alike. Panels on data-driven transport policy will test how far such optimism can be translated into enforcement. Critics note that India still struggles with patchy data quality, weak local capacity and uneven internet access. Grand visions, they warn, risk dissolving into pilot projects. Yet that is precisely why New Delhi is pressing its case internationally. By pooling models, datasets and best practices, especially among countries of the Global South, it hopes to reduce costs and avoid dependence on a handful of foreign platforms. If successful, the IndiaAI Impact Summit will mark a shift in the global AI conversation. From fear to function; from concentration to diffusion. India is betting that the future of artificial intelligence will not be decided solely in data centres and boardrooms, but in classrooms, clinics, fields and highways. Whether the world follows is another matter. But New Delhi has made clear where it wants the argument to go.

Why Education Never Wins Elections

The enduring weakness of India’s education policy lies not in reform design, but in the absence of an organised constituency that turns learning into leverage.

A longtime reader once told me my writing on education was “good writing” but “idealistic.” I was irritated at the time. How can education, the one subject every parent worries about, be called idealistic? But two recent editions of India Today forced me to reconsider. A January commemorative issue arranged the country’s past across decades. The February 9, 2026 Mood of the Nation survey measured the public’s present concerns. Read together, they revealed something unsettling: the reader was not entirely wrong. Education appears idealistic in politics not because it is unimportant, but because democracies assign urgency differently.


This pattern did not begin in recent decades. It existed from the very start of the Republic. In the years after Independence, education featured prominently in planning and commissions. Universities expanded and literacy was invoked as central to development. Yet from 1947 to the mid-1970s, education never entered electoral mobilisation. The new republic was preoccupied with food shortages, refugee rehabilitation, linguistic reorganisation and economic survival. Education was necessary but not electorally urgent. It was treated as a long-term responsibility of the state, not a campaign issue.


Recurring Challenge

Across decades, the country repeatedly faced the same governing challenge: how to hold together a vast, diverse and developing democracy while maintaining both legitimacy and control. Each era produced its own answer. The 1970s emphasised authority. The 1980s foregrounded representation. The 1990s prioritised markets and growth. The 2000s expanded welfare rights. The 2010s stressed delivery and governance. Today, technology and state capacity shape expectations.


There is another revealing detail. From Independence to the present, the Ministry of Education has overwhelmingly been led by career politicians; only two ministers broadly identifiable as educationists have held the portfolio. Yet even then, education did not become a central electoral plank. The explanation therefore cannot lie only in political leadership. It lies in democratic incentives.


Those incentives shape policy priorities. Education policy rarely operated as an independent national mission; instead, it followed the larger political needs of the state. School expansion supported national integration. Universalisation addressed social justice. Private education grew alongside economic reform. The Right to Education expanded access during the welfare phase. Learning assessments and digital tracking emerged in the governance phase. Today’s emphasis on foundational literacy and skills connects to economic competitiveness.


Delayed Returns

The Mood of the Nation survey, conducted by India Today and published in its February 2026 edition, shows what voters reward governments for: leadership, welfare delivery, national security, inflation control and employment prospects. Citizens can see a road, receive a subsidy, notice a price rise or judge national standing abroad. Education is different: its outcomes appear slowly, often years after a government’s tenure, and are difficult to attribute to a single administration.


In electoral politics, visibility determines accountability. Education offers delayed returns, and issues become political when they mobilise constituencies — what old political language called man, money, muscle, or at least nuisance value. Farmers can organise, employees can strike and welfare beneficiaries can vote collectively. Education has no comparable vote bank.


Parents care deeply about their own child’s schooling, but the concern remains private. Families respond individually by choosing schools, paying tuition, investing in coaching rather than collectively negotiating with the state for better public education. Employers complain about skills but rarely mobilise politically around school quality. The result is a paradox: education matters intensely to individuals but weakly to politics.


Education has no vote bank not because people don’t care about it, but because everyone cares about it separately. Democracy responds to organised citizens, not anxious individuals.


Coaching centres, often treated as a distortion, are a social adaptation. Schools ensure certification and progression; coaching assures performance. Where classroom learning is uncertain, families seek predictability. The response is economic, not political.


Governments respond to what they can demonstrate within an electoral cycle. A highway can be inaugurated in three years; a welfare programme can show beneficiaries within months. Improvements in classroom practice require patient institution-building — better teacher preparation, mentoring and curriculum reform — and results may only be visible a decade later. By then, the credit belongs to no one in particular.


The consequence is not deliberate neglect but structural postponement. Every administration announces education reform. None depends on it for electoral survival.


Prioritizing Education

Democracies do not automatically prioritise the most important issues. They prioritise the most demanded ones. Which brings me back to the reader who called my writing ‘idealistic.’ Perhaps the word was not a dismissal but a diagnosis. Education appears idealistic in politics because no organised constituency insists upon it. We worry about it individually, invest in it privately and discuss it endlessly, but rarely demand it collectively.


Education will stop sounding idealistic the day we treat it not as a personal aspiration but as a public expectation. When voters insist on learning as firmly as they insist on roads, prices or employment, it will not need advocacy.


Education has never had the advantages of traditional political causes. It does not command organised money, does not mobilise muscle and rarely produces immediate political reward. Families manage the problem privately, so politics never feels compelled to solve it publicly. The missing vote bank is not a new group waiting to be discovered. It already exists but has never acted together.


The question, therefore, is not whether governments care about education. It is whether we as citizens will make it impossible to ignore. When communities ask elected representatives about learning with the same persistence with which they ask about roads, water and prices, education will cease to be a policy discussion and become a political one. And on that day, education will no longer be called idealistic. It will simply be democratic.


(The writer is a learning and development professional. Views personal.)

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