AI is reshaping work, public services, and civic life—yet many students still lack access to basic AI literacy. This is not only a technology gap; it is a capability gap. In 2025, 2.2 billion people r…
A Kolhapur case study on equitable AI literacy—and what it signals for education policy
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A guide to China’s 2026–2030 framework for AI adoption, employment transition, public-sector transformation and risk governance
As frontier AI firms and professional-services firms move deeper into enterprise deployment, a tempting assumption is emerging: if AI implementation is hard, the answer is to bring in a stronger partn…
Recent signals from OpenAI, GitLab, Gartner, and the European Commission suggest that enterprise AI adoption is entering a new phase. The challenge is no longer simply whether organizations can access powerful AI tools, but whether they can redesign workflows, govern agents, prepare semantic infrastructure, and operationalize transparency requirements.