Research for better student decisions.
Research-backed guides for school leaders, parents, and students on career guidance, CBSE changes, AI, future skills, projects, portfolios, and measurable implementation. We cite the sources and separate evidence from marketing claims.
AI for Parents: Seven Conversations to Have Before Your Child Uses It for Schoolwork
The useful family rule is not 'AI is banned' or 'AI is the future.' It is 'show me how you used it and what thinking remained yours.'
A Practical AI Policy for Schools: Learning, Privacy, Attribution and Assessment
A useful AI policy does not list every tool. It defines principles that still make sense after the next tool arrives.
From AI User to AI Builder: What Project-Based AI Learning Should Look Like
Typing a clever prompt is a useful skill. Building something that survives questioning is a much richer one.
The Skills Employers Say Will Matter by 2030 — Translated for School Leaders
Schools should not redesign themselves around one forecast. They can use labour-market signals to strengthen durable capabilities.
Smartphone Access Is Not Digital Fluency: What ASER 2024 Should Make Schools Ask
A student can use a smartphone every day and still struggle to search, verify, create or work safely with digital information.
AI Will Not Remove the Need for Communication, Leadership and Judgment
The future-skills debate is not humans versus technology. It is whether students can combine powerful tools with sound judgment.
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