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Best Practices for M2 Rubrics

How to scale personalized support across your district: Best practices for M2 Rubrics

August 28, 2026 Gerard Dawson

District leaders often need to balance two goals: aligning instruction to district priorities while giving schools and teachers support that reflects their specific needs. M2's rubric structure …

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M2 6.0 product update showing new Group types and customizable scoring options

M2 6.0: More context, clearer takeaways, and easier reflection

August 19, 2026 Ali Oakley

M2 6.0 is now available across web, mobile, and the M2 device. This release helps M2 better understand the work happening in each Group, whether it is a classroom, PLC, training, staff meeting, …

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School and district leaders learning how M2 supports coherence and customized feedback across teams, schools, and groups

How M2 delivers coherence and customization: Sites within a team

August 18, 2026 Gerard Dawson

School and district leaders constantly balance the big picture with on the ground details. Across the organization, it's important to get everyone working towards higher quality instruction, and to …

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1 Min Read

Laptop displaying the M2 lesson plan upload feature with a drag-and-drop upload area for lesson plans, surrounded by classroom materials and M2 branding in a modern classroom setting.

Bring your lesson plan into M2: More coherent support before, during, and after teaching

June 3, 2026 Ali Oakley

Every great lesson starts with intention. Teachers plan with clear goals, meaningful activities, pacing decisions, instructional strategies, and the needs of their students in mind. But once teaching …

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1 Min Read

Teacher reviewing My Feedback on Swivl M2 while preparing for National Board Certification for teachers

Beyond the video submission: Why M2 is a system for National Board success

May 14, 2026 Gerard Dawson

If you've been through the National Board process, or supported someone who has, you know the scope of the commitment. It’s an exhausting, rewarding marathon of recording lessons, rewatching them, and …

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1 Min Read

Quote from instructional coach Brian Teague at Bowie Elementary about using Swivl M2 to support teacher growth and student outcomes without evaluation

#OneLittleSpark: How Bowie Elementary kept its flame aglow with M2

May 12, 2026 Rachel Ashworth

One new principal, four instructional coaches, and a lot of new teachers Katherine Lange had never led an elementary school before she walked through the doors of Bowie Elementary in January 2025, …

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1 Min Read

M2 device alongside a testimonial quote about using it in the classroom for relevant, helpful inspiration, attributed to a teacher from Hawkins County School District, TN.

From grant to growth: How Hawkins County brought AI innovation to every middle school classroom

April 17, 2026 Rachel Ashworth

I gave it a chance and I immediately found value in its feedback and instructional ideas. In fact, I look forward to bringing it to my class because I know it will give me inspiration that is actually …

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1 Min Read

Teacher reviewing M2 instructional feedback dashboard on a tablet in a classroom, over-the-shoulder view

Why 1-2 observations aren’t enough: The case for continuous feedback in pre-service teacher training

March 19, 2026 Gerard Dawson

Picture a student teacher the morning of their first formal observation. They've prepared for days. The formal observations feels high stakes because in a sense it is: observations are rare. Not …

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How M2’s AI rubric scoring aligns with expert human evaluators

How M2’s AI rubric scoring aligns with expert human evaluators

February 20, 2026 Gerard Dawson

For AI rubric scoring to be useful in a school or district, it has to be trustworthy. That means it needs to score the way a trained evaluator would score: consistently, accurately, and in a way that …

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Three students working together to build a structure using spaghetti and marshmallows, with M2

Supporting multilingual learners beyond language: How M2 connects English development and academic learning

February 6, 2026 Gerard Dawson

There are over 5 million English Language Learners (ELL) in U.S. public schools, and they face a challenge most of their peers don't: learning English and academic content at the same time. This …

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