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From Repository to Circulation: Rethinking the University in the AI Era

Artificial intelligence is no longer simply another technological wave. It is rapidly becoming a general-purpose cognitive infrastructure, collapsing the boundary between knowledge production and real-world deployment. Across sectors, AI is shortening the half-life of expertise: models evolve faster than textbooks, and applied knowledge shifts more quickly than curricula can traditionally accommodate.  In such a landscape, the question facing universities is not whether AI should be taught. The deeper question is how universities must reorganize themselves when intelligence itself becomes computationally augmented. Adding AI electives or partnering with online platforms may signal responsiveness, but these remain surface-level adjustments. If AI is infrastructural, the response must be structural. Universities must move beyond offering AI as a specialized track and instead embed it within the epistemic core of each discipline. The challenge is not “AI education”. It is disciplinary...

From Transactions to Traditions: How Portfolio Expansion and Cultural Bundling Will Drive the Next Growth-Phase of Indian E-Commerce

India's e-commerce sector stands at a pivotal inflection point. According to a new BCG report released yesterday, the the Indian e-commerce market is currently worth $120–140 billion. It is on track to nearly double to $280–300 billion by 2030, fuelled by 440 million online shoppers (up from 300 million today), rapid rural penetration, and the explosive rise of quick commerce and connected formats. Yet beneath the headline growth lies a stubborn reality: most pure-play operators remain deeply unprofitable despite years of aggressive scaling. The first wave of Indian e-commerce was defined by single-category dominance and frantic geographical expansion. The next wave, I argue, will be won by platforms that evolve into multi-experience conglomerates—blending high-frequency daily services with emotionally resonant, culturally attuned offerings. This is not speculation; it is already playing out in real time. The Limits of Pure Geographical Expansion For much of the past five years, th...

When AI Meets Federalism: India’s Emerging Polycentric Knowledge Economy

According to the latest Quess Corp Pulse report, released yesterday, formal employment in India is no longer a metro-only story. In H1-FY26 (April to September, 2025), Tier-3 cities accounted for the largest share (40%) of organised workforce deployment, overtaking Tier-1 cities (31%) and Tier-2 cities (29%). Entry-level hiring is increasingly leaning toward local colleges rather than exclusively targeting top-ranked institutions. Companies cite cost efficiency, easier retention, better cultural fit, local market understanding, and operational exposure as key reasons. This is not an anecdotal adjustment. It signals a measurable redistribution in India’s labour geography. At the same time, a parallel development is unfolding at the other end of the corporate spectrum. Global corporations continue to build/expand Global Capability Centres (GCCs) in India, deepening their presence in megacities such as Bengaluru, Hyderabad, Mumbai, Pune, NCR, etc (just yesterday, Google secured 2 million ...

Agentic AI and the Future of Indian IT: Disruption or Recalibration?

I. Disruption Narrative vs Strategic Recalibration  The AI Impact Summit 2026 in New Delhi unfolded under the long shadow of disruption. Weeks earlier, Anthropic’s release of its agentic system, Claude Cowork, intensified global anxiety about autonomous AI executing complex workflows — coding, analytics, integration, compliance tasks — with minimal human input. Commentators projected that up to 40% of knowledge work in IT service companies could be automated over time. For India’s $280 billion IT services sector, the implication was blunt: if execution is automated, the intermediary collapses. This “Anthropic-triggered” narrative was amplified precisely because agentic AI differs from earlier automation waves. These systems do not merely assist; they decompose problems, call APIs, iterate against databases, and complete end-to-end workflows. The threat is not incremental efficiency — it is value-chain compression. Yet at the Summit, India’s political and industry leaders have artic...

From Code to Copper: Why India's AI Stack Must Begin with Electrical Infrastructure

For the past few years, the global AI discourse has been remarkably narrow. AI stakeholders and commentators have talked about models, startups, automation, India's IT industry, job loss, AI chips, and Nvidia’s valuation. The conversation has oscillated between techno-euphoria and techno-anxiety. Artificial Intelligence has been framed as software — as code — as something that lives in servers and manifests as chatbots, copilots, and generative tools. What has almost never been discussed is the electro-physical backbone that makes AI possible. Yesterday, at the ongoing AI Impact Summit, the Adani Group unveiled one of the world’s largest integrated energy-and-compute investments, committing 100 billion dollars to develop renewable-energy-powered, hyperscale AI-ready data centres by 2035. The investment is expected to catalyse an additional 150 billion dollars across server manufacturing, advanced electrical infrastructure, sovereign cloud platforms and allied industries creating a ...

State-Level Wipros and Infosyses: Building Regional IT Service Champions to Tailor Global AI for Bharat

Introduction India's AI momentum is unmistakable. The AI Impact Summit 2026, taking place from February 16 to 20, at Bharat Mandapam, Delhi, has drawn top leaders from global technology companies like Microsoft, Google, Nvidia, OpenAI, Anthropic, and more, with 250,000–300,000 expected participants, 600+ startups in the Expo, and discussions on governance, skilling, job creation, and equitable growth.  This is also a time when sovereign initiatives are advancing:  Sarvam AI recently inked partnerships with the Odisha government to establish a 50MW Sovereign AI Capacity Hub (~25,000 GPUs, ~₹20,000 crore for Odia population-scale apps) and the Tamil Nadu government to establish a Digital Sangam (20MW research park with IIT Madras). Reliance Industries Ltd recently announced gigawatt-scale data centers in Jamnagar, Gujarat and Visakhapatnam, Andhra Pradesh, with more than 20 billion dollars investment. RIL would license-in global models for affordable Jio-bundled access. These ef...

Edge AI in Indian Healthcare: Empowering the Clinician, Transforming the System

India's healthcare system is undergoing one of the most consequential technological transitions in modern history. Artificial intelligence—particularly edge AI (also termed embedded AI, embodied AI, on-device AI, or physical AI)—is moving beyond pilot projects into everyday clinical practice.  Portable diagnostic tools, AI-enhanced stethoscopes, retinal cameras, pocket ECGs, and real-time ultrasound guidance are already deployed in primary health centres (PHCs), district hospitals, and Ayushman Arogya Mandirs across the country. These devices do not merely assist; they capture high-fidelity clinical signals, process them locally with low latency, generate suggestions, auto-document into electronic health records via the Ayushman Bharat Digital Mission (ABDM), and continuously learn from real-world interactions—all while keeping the final clinical decision firmly in the hands of the nurse or doctor. This architecture is not accidental. It reflects a deliberate sociological and polic...