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AI for all: On the India AI Impact Summit 2026

AI for all: On the India AI Impact Summit 2026. 

The AI Impact Summit was a sign of things to come in India. 

The attendance at the AI Impact Summit, in New Delhi, showed an extreme enthusiasm for Artificial Intelligence (AI) technologies by digitally connected Indians. While statistics shared by AI firms have frequently cited India as the biggest user base outside the U.S., the crowds over the week were the biggest indicator of just how keen many Indians are to adopt this technology. At its core, the summit was a continuation of a series of annual multilateral discussions on AI, and 89 countries have signed a declaration laying out a voluntary set of commitments to share knowledge on AI democratisation. The summit’s context comes with foreboding challenges for India: namely, deploying and diffusing a technology whose capital and infrastructure reside abroad, and finding a place in the global AI ecosystem that will place Indians well in the economic transformations that this technology’s adoption promises. India’s data centre capacity is growing healthily, but the AI moment calls for further momentum, a difficult ask when the costs of graphics processing units (GPUs) driving AI push up the cost of domestic deployment so much, not to mention the additional electrical capacity that must be built. A national strategy that relies overwhelmingly on becoming a hub for the deployment of models, with less emphasis on their training and finetuning, could pose risks; after all, with fewer labour costs, the advantage that India has will be smaller than in the ITeS era.

On the international cooperation front, it is disappointing that India has so eagerly enabled the U.S.’s hands-off impulses for AI. This is a technology with enormous scope for economic and social disruption. Countries must use the annual AI forum to collectively build tools and safety standards that can exercise actual leverage over how LLMs diffuse throughout society. Leadership of the Global South entails empowering countries that are individually vulnerable to collateral damage in an era of great power rivalries. AI is increasingly defining that era more and more acutely. Consensus at all costs is not the appropriate approach. As a country of enthusiastic AI adopters, India has the leverage and capacity to articulate an optimistic but prudent way forward for AI governance, and the summit declaration showed no signs of this power. The summit’s central pillar remains an important one: for AI to be a net good, its capabilities need to be democratised. As India closes its digital divide, there cannot be an inference gap. If the summit made anything clear, it was that India is as capable of organically contributing to worldwide growth as it has the capacity, should it choose, to be a force to shape its orderly growth.

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Enthusiasm
(noun) – Eagerness, interest, fervor, passion, zest, keenness

उत्साह

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Artificial Intelligence (noun) – the simulation of human intelligence processes by machines, especially computer systems.  

कृत्रिम बुद्धिमत्ता

 

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User base (noun) - the established group of people who regularly use a particular product or service

उपयोगकर्ता आधार

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Statistic (noun) – Data, information, figures, numbers, details

आँकड़े

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Crowd
(noun) – A large number of things or people considered together

भीड़

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Indicator (noun) - sign, signal, mark, pointer, gauge

संकेत

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At its core (phrase) - fundamentally or basically at the most essential level

बुनियादी तौर पर

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Continuation (noun) – Prolongation, extension, perpetuation, continuation, maintenance 

निरंतरता

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Multilateral
(adjective) – Involving multiple parties or nations.

बहुपक्षीय

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Declaration (noun) - announcement, proclamation, decree, assertion, manifesto

घोषणा 

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Lay out (phrasal verb) - to explain or present something in a clear and detailed manner

विस्तार से बताना

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Voluntary
(adjective) – intended, intentional, deliberate

स्वैच्छिक

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Democratisation (noun) – The process of making something democratic; no exact synonyms but refers to the action of making something accessible to all segments of a population.

लोकतंत्रीकरण

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Foreboding challenge (noun) - a feeling that difficult or dangerous obstacles are coming ahead

भविष्य की गंभीर चुनौतियां

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Deploy
(verb) – Place troops or weapons in battle formation

तैनात करना

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Diffuse (verb) - spread, circulate, disseminate, propagate, disperse

फैलाना

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Capital and infrastructure (noun) - the financial wealth and physical systems needed for an industry

पूंजी और बुनियादी ढांचा

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Reside (verb) – Live, dwell, inhabit, stay, settle

निवास करना

 

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Abroad (adverb) - overseas, internationally, elsewhere, away, out

विदेशी

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Promises (noun) - indications, prospects, potential, likelihood, expectations

संभावनाएं

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Graphics processing unit (noun) - specialized electronic circuit designed to manipulate and alter memory to accelerate the creation of images/data (gpus)

ग्राफिक्स प्रोसेसिंग यूनिट

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Drive (verb) - propel, fuel, impel, stimulate, motivate

संचालित करना

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Push up (phrasal verb) - to cause an increase in the amount or cost of something

दाम बढ़ाना

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Domestic deployment (noun) - the act of implementing or using a technology within one's own country

घरेलू तैनाती

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Rely (on) (verb) – Depend (on), Count (on), Trust (in),

निर्भर करना

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Overwhelmingly (adverb) - massively, predominantly, immensely, profusely, vastly

भारी रूप से

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Emphasis
(verb) – stress, highlight, underline, accentuate, underscore

ज़ोर देना

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Finetuning (noun) - calibration, adjustment, refinement, modification, optimization

सूक्ष्म सुधार

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Pose
(verb) –  Present, create, cause, produce, generate

उत्पन्न करना

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Ites era (noun) - the period dominated by information technology enabled services (outsourcing)

आईटीईएस युग

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Eagerly
(adverb) – keenly, enthusiastically, excitedly, readily, willingly

उत्सुकता से

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Hands-off (adjective) - non-intervening, laissez-faire, detached, passive, non-interference

हस्तक्षेप न करने वाला

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Enormous (adjective) – huge, immense, vast, gigantic

विशाल

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Disruption
(noun) – disturbance, interruption, disorder, break

 व्यवधान

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Leverage
(noun) – the power to influence a person/situation; advantage

फ़ायदा /लाभ

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Global South (noun) – Developing countries, Third World, less developed nations, emerging nations, underdeveloped countries,

विकासशील देश

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Vulnerable
(adjective) – susceptible, at risk, endangered, exposed, weak

असुरक्षित

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Entail (verb) – involve, necessitate, require, demand, encompass

आवश्यक बनाना

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Collateral damage (noun) - incidental destruction or unintended injury occurring during an action

पार्श्व क्षति

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Rivalry
(noun) – Competition, opposition, enmity, challenge, conflict

प्रतिद्वंद्विता

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Consensus (noun) – majority opinion, majority view, common opinion, common view

आम सहमति

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Enthusiastic
(adjective) – Excited, keen, eager, passionate, fervent, animated, wholehearted

उत्साही

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Articulate (verb) – Express, state, convey, communicate, enunciate

स्पष्ट रूप से व्यक्त करना

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Prudent
(adjective) – wise, sensible, judicious, cautious, careful

बुद्धिमान

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Net good (noun) – a situation where overall benefits outweigh negative consequences.

  कुल लाभ

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Democratised (adjective) - accessible, popularized, shared, egalitarian, inclusive

सबके लिए सुलभ

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Digital divide (noun) - the gulf between those who have ready access to computers and the internet, and those who do not

डिजिटल विभाजन

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Inference gap (phrase) - the disparity in the ability to run or use ai models effectively on local hardware

इन्फरेंस गैप (निष्कर्ष अंतराल)