AI in Education: When Students Lead and Schools Certify
A vision of student-led learning with AI: schools that nurture invention, support community projects, and certify the ability to solve real problems.
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Job Market Changes in the Age of AI
Disruption, Delay, and What Comes Next In early 2025, something quietly unsettling happened in the job market; and then it started happening loudly. U.S. employers announced roughly 1.2 million job cuts in 2025, with layoffs accelerating into the new year, particularly across technology, logistics, and corporate support functions (LinkedIn News, WSJ). By…
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The Human Lag Behind AI
AI Is Already Here. We’re Still Arguing About Whether to Let It In. AI did not ask for permission. It has already reshaped how people learn, diagnose illness, consume electricity, manufacture critical technology, and think about their own jobs. This is happening whether institutions approve of it or not. The real issue is not how …
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Humans vs AI — The Circular Dance of Disruption
The Circle in Motion There’s a strange rhythm to how humans and machines evolve together — a circular motion, an endless “you move, I counter” dance.Every time AI introduces a new capability, humans instinctively look for its blind spots. Then AI patches those holes, and the game resets. It’s not linear progress; it’s a loop …
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Keeping Up with Intelligence: Human vs. Machine
The Contrast Between AI’s Exponential Speed and My Human Pace From Human-in-the-Loop to Autonomous Agents “If there’s less and less human interaction with AI, what are we humans left doing?” Lately, I’ve been wrestling with a big question: can my human brain keep up with AI’s relentless pace? As a developer building agentic AI systems, …
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Coding with JARVIS – My Life in the Age of Agentic AI
1. AI Is Transforming Software—and the Way We Code This week, I’ve been struck by how much Agentic AI is changing the software development landscape. The old way of working—long product roadmaps, feature-stuffed launches, and hard-coded business logic—is fading fast. AI has accelerated timelines dramatically. What once took months now needs to be shipped in…
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What Sparked My Daily AI Journal
The lost conversation, family projects, and daily development work that prompted this journal; tool observations reflect particular sessions.
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