April 2025

Teaching Agency Over Agents: A Curriculum for the Future

AI fluency starts with helping students lead intelligent systems—not just use them Why “Using AI” Isn’t Enough Anymore Passive tool use doesn’t prepare students for an agent-driven world Today’s students will enter a workforce filled with intelligent systems: chatbots, assistants, research agents, and workflow bots. But just because they can interact with AI doesn’t mean

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Prompt First, Task Later: The New Literacy for AI Natives

Instruction-following isn’t the future—prompt-writing is Why the AI Era Changes Everything About Instruction Following steps is old-school—prompting systems is the new core skill For most of modern education, success has meant knowing how to follow instructions. But in a world filled with AI assistants, this mindset is becoming outdated. AI doesn’t need someone to follow

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Rethinking Homework: Assignments That Teach AI Collaboration

Why future-ready education isn’t about doing tasks—but managing intelligent systems Homework Hasn’t Kept Up with the World Outside the Classroom Most assignments still assume students work alone and do it all themselves But that’s not how tomorrow’s professionals will work. Increasingly, they’ll collaborate with AI agents that support, generate, analyze, and execute—especially in knowledge-driven fields.

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