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Showing posts from September, 2026

Learning by Doing: Building Real Skills with Wikipedia Editing

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  From Readers to Contributors: Transforming Education with Wikipedia Why Wikipedia Editing Belongs in the Modern Classroom ​ Learning by Doing: Building Real Skills with Wikipedia Editing Learning by doing is one of the most effective ways to build lasting skills, and Project-Based Learning (PBL) puts this idea directly into practice. Instead of passively absorbing information through lectures or textbooks, learners acquire knowledge by actively tackling real-world challenges. When students apply what they learn in a tangible way, abstract concepts transform into practical capabilities. ​One of the most powerful, modern applications of this approach is Wikipedia editing . ​ The Shift from Passive Reading to Active Creation ​Traditional education often relies on disposable assignments—essays or worksheets that exist only to be graded by an instructor and then filed away. Editing Wikipedia flips this dynamic entirely. When learners take on the role of Wikipedia contributors, the...

Thinking in Bets Meets Mathematical Rigor: How Annie Duke’s Decision Toolkit Is Rooted in David Blackwell’s Legacy

  Thinking in Bets Meets Mathematical Rigor: How Annie Duke’s Decision Toolkit Is Rooted in David Blackwell’s Legacy ​Making choices with incomplete information is the universal human condition. Whether playing a high-stakes hand of poker, launching a product, or navigating a career pivot, we rarely get to see the "full board." ​In her book Thinking in Bets , former poker champion Annie Duke translated decision-making under uncertainty into an actionable toolkit for daily life. Her central premise: treat choices as probabilistic wagers rather than absolute predictions, and judge decisions by the quality of the process rather than the luck of the outcome. ​Yet, decades before poker strategies entered executive boardroom playbooks, mathematician David Blackwell laid the rigorous theoretical foundation for decision-making under uncertainty. Mapping Duke’s behavioral tools onto Blackwell’s mathematical theorems reveals how modern practical decision systems mirror fundamental p...