Not ‘delulu’ — an AI tutor for every child in India, Pg8

Key Highlights:

• India's test preparation market is projected to grow from $14.8 billion in FY26 to $23-$26 billion by FY30, with a 12-15% Compound Annual Growth Rate (CAGR).
• Approximately 17 million to 20 million students in classes 9-12 participate in some form of test-prep coaching, with 27% of students nationally taking private coaching.
• The article proposes leveraging Artificial Intelligence (AI) and Digital Public Infrastructure (DPI) to provide free, high-quality coaching to every Indian child.
• The initiative aims to initially focus on competitive examinations like the National Eligibility cum Entrance Test (NEET) and the Joint Entrance Examination (JEE).
• The government's role is envisioned as a platform and market-maker, aggregating demand and credentialing supply, rather than a content producer.

Detailed Insights:

• The current coaching industry often bundles content, doubt-solving, peer groups, and quality signals, leading to high fees.
• DPI can unbundle these services, driving the marginal cost of content and doubt-solving towards zero.
• The proposed model is a "public rail, private engines" approach, drawing parallels with the success of Unified Payments Interface (UPI) and the Open Network for Digital Commerce (ONDC).
• The initiative could be anchored in existing centers of excellence like Bodhan.ai at IIT Madras or by establishing a new National Payments Corporation of India (NPCI)-like body for education.
• Student sign-up would utilize Aadhaar and DigiLocker for identity verification and de-duplication, while APAAR ID would link learning to academic records.
• A curated content registry with open metadata and interoperability would allow students' progress to be portable across different providers.
• Adaptive personalization, a learning wallet, and a student-owned progress ledger, consent-gated through the Data Empowerment and Protection Architecture (DEPA), are crucial features.
• The government would ensure reach through free data-light streaming, downloadable content, and distribution via Common Service Centres and school computer labs.
• Open ratings and outcome data would provide objective quality signals, breaking the current monopoly of coaching centers on credentialing.
• AI tutors, utilizing open-source models like Gemma, can assist with practice, doubt-solving, and adaptive personalization, offering a cost-effective solution.

Key Concepts Involved:

• Digital Public Infrastructure (DPI): A set of open, interoperable, and scalable digital systems that enable governments, citizens, and businesses to deliver and access services efficiently.
• National Eligibility cum Entrance Test (NEET): An all-India pre-medical entrance examination for admission to undergraduate medical courses.
• Joint Entrance Examination (JEE): An engineering entrance examination conducted for admission to various undergraduate engineering courses.
• Unified Payments Interface (UPI): A real-time payment system developed by NPCI that facilitates instant fund transfers between bank accounts via mobile phones.
• Open Network for Digital Commerce (ONDC): A government-backed open, interoperable e-commerce network that "unbundles" online retail, allowing different buyer and seller apps to transact.
• Aadhaar: A 12-digit unique identification number issued by the Unique Identification Authority of India (UIDAI) to residents of India, serving as proof of identity.
• DigiLocker: A flagship initiative under Digital India providing citizens with a secure cloud-based platform to access and share authentic digital documents.
• APAAR ID: Stands for Automated Permanent Academic Account Registry, a 12-digit unique student ID that stores and manages a learner's academic records digitally.
• National Payments Corporation of India (NPCI): An umbrella organization for operating retail payments and settlement systems in India, an initiative of the Reserve Bank of India (RBI) and Indian Banks' Association (IBA).