Health & Training · Week of June 25, 2026
When technology promises efficiency but delivers fragmentation, exhaustion, and meaning loss
- AI Is Multiplying Work, Not Eliminating It: The Efficiency Paradox in ActionAs artificial intelligence lowers the activation energy for starting projects, the bottleneck shifts from initiation to completion. The result isn't less work but dramatically more of it. This is the Jevons Paradox manif…
- Why Explaining Forces Understanding: The Generation Effect in an AI-Saturated WorldThe generation effect—a robust finding from cognitive psychology—demonstrates that information people create themselves is remembered and understood better than information they passively consume. First documented system…
- The Energy Crisis Underlying the Productivity Crisis: Rhythmic Work Versus BurnoutLast week we covered environmental design over discipline—how structuring context outperforms willpower in behavior change. This week, we're drilling into the foundational layer beneath all productivity systems: energy m…
- Parenthood Rewires Empathy: How Caregiving Physically Reorganizes the BrainPaul Bloom, cognitive scientist and new father, found himself surprised by the intensity of his attachment to his daughter Zoe. Writing in his Substack 28 days after her birth, he described being "smitten from the start"…
- The Mathematics of Crowd Wisdom: When Averaging Works and When It Catastrophically FailsThe wisdom of crowds rests on a mathematical foundation that most practitioners misunderstand. When Galton analyzed guesses of an ox's weight in 1907, he found the crowd's median estimate matched the actual weight exactl…
Threads we are following
- How will organizations redesign quality gates and approval processes to handle AI-accelerated output volume without degrading reviewer judgment or creating unsustainable coordination overhead?
- How does the generation effect interact with increasingly sophisticated AI tutoring systems that can scaffold explanation attempts in real-time—do adaptive prompts preserve the cognitive benefits of generation, or do they risk providing just enough support to maintain the illusion of understanding?
- How do organizations systematically measure and manage collective team energy as a performance metric, rather than individual willpower?
- How do individual differences in baseline empathic capacity interact with caregiving-induced neuroplasticity, and can we predict which parents will show greater or lesser magnitude of change?
- How can decision-makers reliably detect systematic bias in real-time crowd judgments when they lack ground truth to validate against—a chicken-and-egg problem at the heart of applied crowd wisdom?
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