Centre of Excellence of Artificial Intelligence
Artificial Intelligence (AI) for Sushasan (AI4Sushasan)
Background:Concept Note/ PPT
Prime Minister Shri Narendra Modi on 28th Feb, 2023, while addressing a post-Budget webinar on ‘Unleashing the Potential: Ease of Living Using Technology’, emphasized that in the 21st century, it will be about enabling India through technology and urged citizens to recognize ten societal challenges that could be addressed through Artificial Intelligence. He discussed about the transformative influence of 5G and AI across sectors like industry, medicine, education, and agriculture. PM Modi stressed the importance of establishing specific objectives. He said “Can we identify 10 such problems of the society which can be solved by AI,".
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With the vision given by our Prime Minister Shri Narendra Modi to make India a Global Hub for Artificial Intelligence and a Vishawa Mitra in the 21st century it is proposed that a Centre of Excellence for Artificial Intelligence be established at Indian Institute of Public Administration (IIPA).
It is proposed that the Centre of Excellence be named Artificial Intelligence (AI) for Sushasan (AI4Sushasan).
The main thrust of the AI4Sushasan will be on Aatma Nirbhar Bharat. The main objectives of the AI4Sushasan will be –
a) In close coordination with multiple Ministries, Departments, State Governments and others in the area of Governance, identify potential use cases where Artificial
Intelligence (AI) can be utilised to help the citizens at large
b) Develop AI platforms to provide the solutions using latest technologies
c) Build AI solutions under Atma Nirbhar Bharat for Good Governance
d) Provide state of the art training for the Government Officers only in multiple areas of Artificial Intelligence
e)Build future talent pool in the Government sector in the area of AI
At the first phase following areas of governance have been identified where AI can be applied to improve the lives of the citizens of India –
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)
Introduction
The Artificial Intelligence (AI) for Sushasan (AI4Sushasan) – Centre of Excellence (COE) at Indian Institute of Public Administration (IIPA) will be a dedicated initiative that would focus on the development and implementation of AI for good governance. Its primary goal will be to ensure that AI technologies are harnessed in a responsible and ethical manner for good governance and Government Policies are implementation to take India to towards a $5 trillion economy a goal which our Prime Minister Shri Narendra Modi has given us.
The COE will serve as a central entity to promote and enable the adoption and implementation of AI technologies. The main functions of COE will typically include:
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)
- Capacity Building – Provide state of the art training programs and resources to educate on AI concepts, technologies, and best practices; promote AI literacy, fostering a culture of AI understanding and awareness
- Strategy – Establish AI strategies aligned with the IIPA’s goals and objectives for consulting projects for governments (Central and State), develop AI frameworks/platforms/tools under Atma Nirbhar Bharat as per the vision of our Prime Minister Shri Narendra Modi.
- Governance – Define governance frameworks, policies, and standards for AI implementation, ensuring ethical and responsible AI practices.
- Use Case Identification – Collaborate with various departments and ministries to identify potential AI use cases and opportunities; assess the feasibility and potential impact of applying AI technologies to specific processes and identifies areas where AI can deliver value for Good Governance
- Proof of Concept Development – The COE shall lead in the development of proof of concepts (POCs) and prototypes to demonstrate the viability and effectiveness of AI solutions for Good Governance; it will work closely with stakeholders to design, develop, and evaluate POCs, validate the potential benefits of AI applications
- Data Management and Governance – The COE shall establish data management practices and processes to ensure the availability, quality, and security of data for AI initiatives.; it will collaborate with data governance teams to define data standards, privacy guidelines, and data sharing protocols
- Model Development and Deployment – The AI COE shall support the development and deployment of AI models across the ministries and government departments; it will provide expertise in machine learning, deep learning, and other AI techniques; the COE assists in model selection, development, training, evaluation, and deployment, ensuring models are accurate, robust, and aligned with requirements
- Infrastructure and Tools – The AI COE shall identify and manage the infrastructure and tools required for AI development and deployment; it will evaluate and select AI platforms, frameworks, and technologies that best suit the organization's needs; the COE shall ensure the availability of necessary computational resources and manages the integration of AI tools into existing IT infrastructure
- Collaboration and Knowledge Sharing – The COE shall foster collaboration and knowledge sharing among teams working on AI projects; it will establish communities of practice, organizes workshops, and facilitates forums for sharing AI expertise, challenges, and successes; the COE will promote cross-functional collaboration and learning to accelerate AI adoption
- Performance Monitoring and Evaluation – The COE shall monitor the performance of deployed AI models and evaluate their impact on outcomes; it will establish metrics and key performance indicators (KPIs) to assess model effectiveness, efficiency, and return on investment; the COE shall identify areas for improvement and optimization to ensure continuous enhancement of AI solutions
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