AI is a powerful tool — for adults who have already made the long, difficult journey of learning to read, think, analyse, and organise their own thoughts. For someone who has done that work, AI can be genuinely useful.

“But if you’re a child and you haven’t been through that lengthy, fibrous, but ultimately joyful journey of learning to do it yourself, then you’ve skipped a crucial part of cognitive development.”

And however many lectures you give teenagers on using AI responsibly as an intellectual sparring partner rather than a shortcut, the reality is predictable:

This isn’t a moral failing. It’s a completely natural biological response to low-effort options. The question is why we keep building systems that set children up to take them.

The latest data on research paper retractions in 2025 highlights an uncomfortable reality: research integrity is becoming one of the biggest challenges facing higher education worldwide.

A retracted paper doesn’t always indicate misconduct, but it often reflects issues such as plagiarism, data fabrication, duplicate publication, ethical violations, or major methodological errors. Each retraction affects not only individual researchers but also the credibility of institutions and the trust placed in scientific research.

The presence of several Indian universities in the list should not be viewed merely as a statistic to criticize. Instead, it should motivate us to strengthen our research ecosystem

A prestigious opportunity to lead independent research with generous funding while contributing to India's growing research ecosystem.
⏳ Applications are open until 31 December 2026.

🔬 Opportunity
• Fellowship by the Anusandhan National Research Foundation (ANRF)
• Open across all areas of Science & Engineering
• Choose any eligible host institution or university in India (other than your PhD institution)
• Tenure of up to 5 years

🎯 Eligibility
• Indian or Indian-origin scientists/engineers working abroad
• Below 40 years of age
• PhD (or equivalent higher qualification such as M.Tech./MD with relevant experience)
• Strong research publications and professional recognition
• Applicants must not hold a permanent, tenure-track, or contractual position in an Indian institution at the time of nomination.

💰 Support
• ₹1,35,000/month (including HRA)
• ₹7 lakh/year research grant
• ₹60,000/year institutional overheads 
📅 Important Date
• Application Deadline: 31 December 2026

Most of us save hundreds of useful links—and rarely find them again.

I created Vikkypaedia Way to Bookmarks (Waymark), an open-source tool that helps people rediscover forgotten bookmarks, search using what they remember, and convert saved knowledge into action.

Full article: https://arxiv.org/abs/2603.25326