Brooke McKinney, educator, instructional designer, researcher, and speaker, featured on The Engaging Teacher About page. Portrait with botanical Dusty Bloom design and the message “Helping Educators, Leaders, and Organizations Make Judgment Visible.”
Brooke McKinney: TEDx Speaker • Instructional Designer • AI Learning Architect

ABOUT BROOKE

Helping educators, leaders, and organizations make human capability visible.

Long before I was a teacher, I was a barista. For fourteen years, I worked in coffee shops, eventually serving as a trainer who taught everyone from first-day hires to coffee executives.

At first, I thought expertise would be easy to recognize. Surely the strongest employees would be the ones who memorized the most information—the origins of every coffee, every recipe, every drink on the menu.

But over time, I noticed something else. The people who stood out weren’t always the fastest learners. They were the ones who noticed things: a frustrated customer before anyone else, a process that wasn’t working, a moment when the situation required adapting rather than simply following the script. They remained calm under pressure. They knew when to follow a process—and when to depart from it.

They exercised judgment.

The more I paid attention, the more fascinated I became by a question that would eventually follow me from organizational learning into classrooms, instructional design, assessment, and artificial intelligence.

Why are some forms of capability easy to measure while others are easy to miss?

Years later, I found myself asking the same question in classrooms. Students could produce impressive work without understanding, while others demonstrated remarkable insight that never appeared on traditional assessments. As a teacher, department chair, instructional designer, and researcher, I kept returning to the same realization:

The artifact was never the capability.

It was evidence of capability.

That realization became the foundation for everything I create today—from engagement and assessment to instructional design, leadership, judgment, and artificial intelligence. Because when artifacts stop proving thinking, we need better ways to recognize what people actually understand, notice, decide, and can do.

THE THROUGHLINE

Why this work exists

My career has taken me through classrooms, organizational leadership, curriculum design, faculty development, and educational technology. Across those environments, I kept encountering the same challenge: Why do some learning experiences produce genuine growth while others produce only compliance?

Many of our systems are very good at collecting artifacts. Students learn how to complete assignments. Organizations learn how to collect evidence. Yet the qualities we often value most—judgment, reasoning, curiosity, trust, adaptability, and discernment—remain much harder to see.

AI didn’t create this problem.

It exposed it.

WHAT I BELIEVE

A few ideas sit underneath nearly everything I make.

Capability matters more than artifacts.

Artifacts are useful, but they are not capability. When evidence becomes easier to generate, educators and leaders must become better at identifying what truly matters.

Judgment leaves traces.

Judgment appears in decisions, reasoning, reflection, revisions, tradeoffs, and explanations. The challenge is designing environments where those traces become visible.

Learning is relational.

People do their best thinking when they feel safe enough to wonder, challenge assumptions, and take intellectual risks. Learning is not merely cognitive. It is human.

THE FRAMEWORKS

Ideas become more useful when you can work with them.

My work includes several connected frameworks for making judgment, engagement, learning, and capability easier to see and design for.

SIGNAL™

A framework for identifying where judgment becomes visible within learning experiences.

The Work Has Stopped Proving the Thinking™

A model for understanding why traditional artifacts are becoming less reliable indicators of capability in an AI-enabled world.

The AI-Era Assessment Visibility Matrix™

A practical framework for evaluating where student judgment becomes visible within assessments and learning experiences.

Four Conditions of Real Engagement™

A model describing the conditions that make meaningful learning, thinking, and transfer possible.

DECIDE™

A decision-making framework for selecting learning experiences, evidence, and assessments that align with intended outcomes.

WHAT I DO

Turning these ideas into practice.

I work with schools, universities, nonprofits, and organizations to design learning experiences and systems that prioritize judgment, capability, meaningful engagement, and thoughtful AI adoption.

  • Keynote speaking
  • Faculty development
  • Leadership development
  • AI integration strategy
  • Instructional design consulting
  • Curriculum development
  • Workshops and retreats

THE HUMAN PART

The question has always been human.

Many of these ideas emerged from a lifelong fascination with forms of capability that are easy to overlook. I have spent years wondering why some strengths are immediately recognizable while others remain hidden beneath expectations, assumptions, and traditional measures of success.

That curiosity continues to shape everything I create.

Because ultimately, this work is not about artificial intelligence.

It is about people. It is about learning. It is about creating environments where human judgment, capability, and potential become visible.

Brooke McKinney presenting on assessment, visible thinking, and artificial intelligence with the phrase “The Work Has Stopped Proving the Thinking” displayed behind her.
Still asking the same question: How do we make human capability visible?

Whether you’re exploring AI integration, redesigning assessment, developing leaders, or creating more engaging learning experiences, I’d love to connect.

brooke@theengagingteacher.com

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