On building and funding public AI, governments must be tactical, but remain flexible | Current Affairs | Vision IAS

Upgrade to Premium Today

Start Now
MENU
Home
Quick Links

High-quality MCQs and Mains Answer Writing to sharpen skills and reinforce learning every day.

Watch explainer and thematic concept-building videos under initiatives like Deep Dive, Master Classes, etc., on important UPSC topics.

A short, intensive, and exam-focused programme, insights from the Economic Survey, Union Budget, and UPSC current affairs.

ESC

Daily News Summary

Get concise and efficient summaries of key articles from prominent newspapers. Our daily news digest ensures quick reading and easy understanding, helping you stay informed about important events and developments without spending hours going through full articles. Perfect for focused and timely updates.

News Summary

Sun Mon Tue Wed Thu Fri Sat

On building and funding public AI, governments must be tactical, but remain flexible

16 Feb 2026
2 min

Global AI Summit in Delhi

The fourth Global AI Summit is being held for the first time in the Global South, with an attendance of around 35,000 delegates. Hosted in Delhi, this summit reflects themes that highlight the orientation towards public purpose over private profit, marking a new approach to AI in India.

Digital Public Infrastructure (DPI)

  • Concept: DPI emphasizes public interest rather than public ownership and aims to create more competitive markets. 
    • It is seen as a potential model for inclusive and representative AI.
  • Role of the State: The state plays a decisive role through policy and funding, despite DPI's focus on markets. 
    • The tension arises in balancing public investments with the risk of crowding out private investment.

AI as Infrastructure

  • Infrastructural Interpretation: Some AI technologies are foundational, supporting a wide range of downstream uses. 
    • They function as neutral, open platforms for innovation, akin to roads and bridges.
  • Investment Strategies: Governments are advised to avoid focusing solely on frontier language models and data centers due to variable demand and illusory autonomy. 

High-Quality Datasets

  • Importance: The curation of high-quality and representative datasets is emphasized, with a need for robust governance to protect privacy and rights. 
    • Such datasets could be sourced from DPI systems, like payment data.

Alternative Infrastructure Models

  • Innovative Models: General-purpose translation modules and open speech-to-text systems for low-resource languages are identified as promising avenues. 
    • Examples include initiatives like Bhashini in India and Masakhane in Africa.

Targeted Public Funding

  • Specific Applications: Targeted funding is justified in cases of market failure, like agriculture chatbots and health surveillance tools. 
    • Public funding should extend to training and organizational integration, beyond just procurement.

Conclusion

The spread of DPI offers lessons for global delegates, highlighting the importance of infrastructure-based investments. While infrastructure-first approaches are recommended, governments should also pursue targeted interventions for public-interest goals not addressed by private actors.

Authors: Narayanan is a professor of computer science at Princeton University, and Kapur is a Visiting Fellow at Princeton’s Chadha Centre for Global India.

Tags:

Explore Related Content

Discover more articles, videos, and terms related to this topic

RELATED VIDEOS

3
Simplified | Seeing is not Believing: The DeepFake Dilemma

Simplified | Seeing is not Believing: The DeepFake Dilemma

YouTube HD
Simplified: Virtual influencers revolutionizing creator marketing

Simplified: Virtual influencers revolutionizing creator marketing

YouTube HD
Sovereign AI | Paritosh Parmar Sir

Sovereign AI | Paritosh Parmar Sir

YouTube HD

RELATED TERMS

3

Market failure

A situation where the allocation of goods and services by a free market is not Pareto efficient. In the context of AI, public funding is justified for applications like agriculture chatbots or health surveillance where private actors may not invest sufficiently.

Masakhane

A pan-African community dedicated to building NLP technology for African languages, often considered low-resource, and fostering AI development on the continent.

BHASHINI

An Indian government initiative that aims to break language barriers by providing a unified platform for language translation and supporting multiple Indian languages with AI models.

Title is required. Maximum 500 characters.

Search Notes

Filter Notes

Loading your notes...
Searching your notes...
Loading more notes...
You've reached the end of your notes

No notes yet

Create your first note to get started.

No notes found

Try adjusting your search criteria or clear the search.

Saving...
Saved

Please select a subject.

Referenced Articles

linked

No references added yet