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“Just because you’ve used AI doesn’t mean you’ve used AI.” - Dr. Preet Deep Singh , Vice President of apnahq We are at a stage where AI is widely accessible, yet deeply misunderstood. Many are experimenting with tools, generating outputs, and automating small tasks — but very few are actually rethinking how they work, decide, and create value. Using AI is not about prompting better. It’s about redesigning workflows, questioning assumptions, and building new systems around intelligence that is always available, scalable, and evolving. Real adoption happens when: – decisions are informed differently – processes are reimagined end-to-end – human judgment becomes more critical, not less Dr. Preet Deep Singh’s work highlights what this looks like in practice — especially at the scale of public systems. Training 50,000+ government officials is not just about capability building, it’s about shifting institutional behaviour and embedding AI into how governance operates. Because AI is not...

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