
• How do we design instructional tasks that still require real thinking?
• How do we help students evaluate AI responses instead of trusting them blindly?
• How do we maintain meaningful writing and discussion when AI can generate answers?
• How do teachers use AI productively without replacing student reasoning?


I work with school leaders, instructional coaches, and teaching teams through workshops, keynotes, and coaching to design instruction that still requires students to think in an AI-driven classroom.
My work focuses on helping teachers make students' thinking visible through more robust instructional tasks, discussions, and assessments.

What changes in classrooms:
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