The Ownership Gap: What Makes AI Guidance Worth Using
Why teacher adoption depends less on compliance than on credibility, trust, and whether the work feels worth it.
- Published:
- Reading time:
- About 16 minutes
About Michigan Virtual's AI Lab
Throughout this fieldnote, you'll see references to Michigan Virtual's AI Strategists, the team behind the AI Lab who work directly with schools across Michigan as they navigate AI integration. Through partnerships, professional development, consulting, keynote presentations, and a growing collection of practical resources, the AI Strategists help educators and school leaders make thoughtful decisions about how AI fits into teaching and learning. Learn more at the AI Lab's website.
Framework connection
Maps to Michigan Virtual's AI Integration Framework. Of the eight domains, this fieldnote focuses on the 1 shown in color.
- Leadership & Vision — not covered in this fieldnote
- Policy, Ethical, & Legal Considerations — not covered in this fieldnote
- Instructional Framework — not covered in this fieldnote
- Learning Assessments — not covered in this fieldnote
- Professional Learning
- Student Use — not covered in this fieldnote
- Business & Technology Operations — not covered in this fieldnote
- Outreach — not covered in this fieldnote
Framework connection
Maps to Michigan Virtual's AI Integration Framework. Of the eight domains, this fieldnote focuses on the 1 shown in color.
- Leadership & Vision — not covered in this fieldnote
- Policy, Ethical, & Legal Considerations — not covered in this fieldnote
- Instructional Framework — not covered in this fieldnote
- Learning Assessments — not covered in this fieldnote
- Professional Learning
- Student Use — not covered in this fieldnote
- Business & Technology Operations — not covered in this fieldnote
- Outreach — not covered in this fieldnote
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