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From Chaos to Coherence: A Smarter Way to Use AI in Schools
AI fluency isn’t just for teachers. It’s time to ensure leaders, families, and staff learn together.
Educators don’t need another lesson plan generator.
They need a lifeline.
Just take a look at what’s actually happening in classrooms across America:
🧠 Mental Health Crisis
81% of teachers say they’re overwhelmed with no relief in sight.
📉 Teacher Shortages
1 in 6 educators leaves annually—and recruitment is in free fall.
💸 Funding Freezes & Cuts
Federal education dollars are drying up, slashing support staff, PD, and student services.
🚨 ICE Raids & Attendance Collapse
School communities are being destabilized, some turning to online learning as a last resort.
🤖 AI Confusion
Most districts lack clear AI guidelines, and educators are left wondering: Is this cheating or innovation?
🌀 Leadership Turnover
Superintendent burnout, rapid admin changes, and vanishing institutional memory are undermining long-term progress.
That’s why Teaching with Machines is teaming up with InnovateED to go beyond AI-powered lesson plans and rubrics.
Together, we’re helping school leaders, staff and families build clarity, coherence, and capacity, using AI not as a replacement for what they do, but as a powerful tool to support their leadership in everything they do.
🔁 Our solution: The AI Coherence Cycle
A practical framework that guides leadership teams through educator-led inquiry cycles aligned to your local goals, instructional challenges, student and family needs.

Instead of quick-fix tech, we’re helping districts:
✔️ Diagnose root challenges using real data
✔️ Strengthen shared leadership and teacher agency
✔️ Strategically train and use AI to enhance planning, analysis, budgeting & communication
✔️ Build community trust with ethical AI literacy for families
✔️ Align with federal funding (Title I, II, III, IV, CSI/TSI)
🚨 Let’s be clear:
AI literacy and fluency aren’t just teacher needs.
They’re learning community needs, spanning administrators, staff, and families.
📨 Forward this to your leadership team.
It’s time we move beyond lesson planning and ensure everyone is learning together.
If your school or district is ready to move from AI curiosity to AI clarity, with a focus on equity, leadership, and sustainability, we’d love to connect.
🧭 Learn more about what The AI Coherence Cycle can look like at your school or district by hitting reply to this email or sign-up for a coffee chat with us!
We can be doing so much more AI.
💭 Let’s reimagine what’s possible. Together.
Need meaningful AI professional development through the Teaching with Machines Learning Journeys for your staff and teachers?
Email me at [email protected] or visit www.teachingwithmachines.com
We got this!
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I love reading your feedback, it helps me design effective solutions for others. I respond to all my emails. Just hit reply to this email. Rooting for you and your students! Love, M.
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