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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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1 Min Read

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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1 Min Read

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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1 Min Read

Teacher engaging diverse students in a classroom discussion with the M2 app displayed on a tablet in the foreground

M2: Improving instruction at every tier

January 28, 2026 Ali Oakley

Mirrortalk 2.0 is coming March 18th, it is the next evolution of Mirrortalk and we’re calling it M2. It brings together instructional support, feedback, reflection, and boosting participation into a …

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Students in a classroom actively participating with hands raised while a teacher prompts discussion, illustrating the M2 Score focus on classroom participation.

The M2 score: what it measures and why it matters

January 22, 2026 Gerard Dawson

The M2 score measures participation as the foundational condition for learning. It captures whether a classroom consistently creates, sustains, and distributes opportunities for thinking—moment by …

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1 Min Read

M2 supporting live classroom instruction with aligned teaching feedback.

Turning district priorities into consistent classroom feedback: M2’s Rubric Builder

December 23, 2025 Gerard Dawson

We built M2 with a feedback focus on engagement, questioning, and pacing. Why? Because insights in these three areas make a difference for every teacher we know.  Many districts have also …

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Graphic showing the MTSS teacher support pyramid with Tier 1 universal instruction, Tier 2 targeted teacher support, and Tier 3 intensive coaching, displayed next to an M2 device and a teacher holding a tablet in a classroom.

The missing piece in your MTSS framework: How M2 closes the gap between theory and practice

December 8, 2025 Amanda Regan

What is MTSS?  Why do districts struggle with it? Multi-Tiered Systems of Support (MTSS) is designed to be elegant in theory: a three-tier pyramid where Tier 1 provides strong universal …

Continue Reading about The missing piece in your MTSS framework: How M2 closes the gap between theory and practice →

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