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The career ladder starts at step two
Strategy & Leadership
If AI takes over entry-level tasks, who trains the seniors of 2036? Data from Stanford shows employment for 22- to 25-year-olds in AI-exposed roles dropped by 16%, while experienced workers remained unaffected. The damage is concentrated right at the bottom of the ladder. Starters aren’t just doing “dirty work”, they are learning the fundamentals of an industry. When entry-level roles disappear, the economy’s entire training pipeline breaks. Educational institutions and businesses must adapt now, or we leave an entire generation stranded at step one.
Privacy resistance is the new fashion
AI & Technology, Society & Ethics
Smart surveillance cameras are reading faces and tracking movement everywhere without democratic oversight. Projects like noRecognition fight back with adversarial clothing patterns designed to block camera detection. It’s a classic cat-and-mouse game, but it signals a major shift: privacy is a fundamental right. If your corporate strategy assumes people will quietly accept intrusive tech, you’re betting against a rising tide.
Data doesn’t care about surprise. Culture should.
AI & Technology, Society & Ethics
The Van Gogh Museum models visitor pathways with 96% accuracy. But optimizing galleries for the average visitor risks killing curiosity, surprise, and the joy of unexpected discovery.
Optimism is an Act of Resistance: Reflections on Pride, Fear, and Real Solidarity
Society & Ethics
After an attack on Berlin Pride, I felt myself hardening into fear and cynicism. But reacting with hatred only plays into the hands of division. A personal reflection on why true solidarity and optimism is a necessary act of resistance.
Water From Nowhere, Sandbox Sisterhood, Robots in Color, Smiling Data, and a Frog’s Very Bad Day
Five Times Amazed
Herman Chernoff died at 103 leaving behind two legacies—one that worked beautifully but got no headlines, and one that didn’t work at all but gets the obituary. Kiel University researchers are pulling drinking water from desert air using Nobel Prize-winning chemistry. The humble sandbox turns out to be feminist infrastructure from 1890s Boston. Robots have finally learned to see in color, which might save us or cost us our jobs. And yes, daddy longlegs really do eat frogs. Welcome to the gap between what we expect and what actually happens.
