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Applied AI·April 16, 2026·1 min read

India’s Computer Science Grads Are Unprepared for the AI Revolution

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If Infosys has to retrain fresh CS grads for weeks just to use modern AI tooling, the global IT outsourcing model is under pressure — the arbitrage is shifting from cheap coders to scarce AI‑native engineers. Enterprise buyers should tighten vendor selection around demonstrated AI upskilling programs and internal leaders should assume universities are a lagging indicator, not a talent pipeline.

Applied AI

OpenAI updates Agents SDK with native sandboxing and an in-distribution harness for deploying and testing agents on long-horizon tasks (Lucas Ropek/TechCrunch)

Agent work is moving from toy demos to production surfaces—native sandboxing and long-horizon harnesses mean the constraint shifts from ‘can we build an agent’ to ‘can we spec, test, and govern it like a system of record.’ If you’re shipping agents without an in-distribution test harness this quarter, you’re running shadow infra with enterprise blast radius.