by linustan | Oct 13, 2026 | AI Ethics, AI Integration, AI Mindset, Culture, Talent
TL;DR: A colleague rebranded my report with AI in an hour and published it without asking. The speed hid what it cost me, and this post offers questions to ask before you AI-edit someone else’s work. The weekend my report changed Over the weekend, a...
by linustan | Aug 18, 2025 | Behaviours, Culture, Talent
TL;DR: In academia, AI use is often kept quiet, likely to preserve intellectual credibility. This post explores the rise of stealth AI-ing and the quiet politics of competence that keep AI use hidden. When we talk about AI adoption in education, the...
by linustan | Apr 26, 2025 | AI Mindset, Craft, Talent
TL;DR: AI doesn’t replace creativity. It demands that creativity become more adaptive, more confident, and more willing to diverge from default. In my classroom, I see two kinds of people. The first group has never used AI and assumes it functions like an...
by linustan | Apr 14, 2025 | AI Mindset, Talent
TL;DR: The AI-crafted persona Jianwei Xun and his book Hypnocracy, is a glimpse into our future: a world where AI fluency becomes a creative talent. As with any craft, how we teach, value, and challenge it will shape the culture we build. A story that’s...
