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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.

Bad Roads, Ugly Politics


The pathetic state of roads in Mumbai city as well as its suburbs has made daily commute a dangerous affair. The residents are miffed with the BMC over its lackadaisical attitude. Mumbaikars tweet photos, post videos to grab attention, but everything is in vain. Who cares for the common people. Backbreaking journeys have become part and parcel of life. Political leaders are busy mud-slinging.


This year the monsoon took a break after almost four and half months. During this time some of the roads virtually became non commutable. It may be recalled that the Chief Minister Eknath Shinde first announced to make Mumbai roads pothole free.


Its almost two years now the BMC has concretised only 9 percent of roads it planned to concretise. This decision was taken when it came to light that due to the properties of bitumen in asphalt roads, potholes are a regular occurrence due to contact with water during monsoons.


Hence, to solve the problem of potholes, the corporation has adopted a policy of cement concreting of 6-meter-wide roads in phases. The decision was taken but the dilly-dallying affair made things more difficult.


Mumbai’s traffic does put a lot of strain on roads which is not the case in the other developed countries. Second most important aspect is concretisation of roads is done partly and in phases.


The worst problem which is faced is repeated digging for cables and drainage, which weakens the roads. Above all corruption in BMC makes matters worse as a result everything comes to grinding halt.


According to experts, repairing potholes is a reaction with symptomatic treatment. By and large we are dispensing superficial treatment without addressing the root cause. The long-term solution will be to have roads with no potholes but what we need is the means and technology to achieve this. But for this political will is necessary which we lack on every step.


Mumbaikar’s are convience that corruption in the municipal corporation is the main reason. Contractors have had a monopoly over the last 20 years and this is the reason why reputed companies never come ahead for these projects.


As a result, in the name of attendance and repair, the BMC does shoddy work. Crores are spent but the end result is nothing. The BMC is not paying attention to the crust. If the crust is weak, potholes will see an increase. Without any thought or technical know-how, potholes are filled with cold mix.


This is the reason why the city and suburbs continue to have craters on the roads.


Craters, a serious threat to the safety and security of people. Mumbaikars fade up from their repeated visits to orthopedic surgeons.


They are in a mood to teach a proper lesson to those who were at the helm of the affairs.

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