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What Can Generative AI Teach Us About The Science Of Teaching And Learning?
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What Can Generative AI Teach Us About The Science Of Teaching And Learning?

In the evolving landscape of education, there can be no definitive approach to adopting generative AI. But plenty of misguided methods can serve as cautionary tales, guiding our exploration towards more informed and impactful uses.

At The Episcopal Academy’s Center for Teaching and Learning (CTL), we adopt a philosophy of curious enthusiasm and pragmatic optimism, continually learning and refining our approaches to technology in education.

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Abundant AI and the Shirky Principle
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Abundant AI and the Shirky Principle

Here are some examples of how schools run the risk of using AI to preserve the problem to which outdated, antiquated, or even broken models of school are the solution.

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The Three Currencies of Leadership
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The Three Currencies of Leadership

My recent conversation with Adam Bryant has me thinking about leading change in schools. Three particular things stand out from that chat:

Focus on “impact” rather than “intent.” Adam pointed out that if we over-index on purpose and mission (“intent”), we may lose sight of the reason to lead: to create positive impact.

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Why AI and What Is Middle States Doing About It?
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Why AI and What Is Middle States Doing About It?

Thirty years ago, many of my classmates reacted to the idea of co-existing with AI with a, “Yeah right.” Some of us reacted with, “What if…?” Today, we all have to ask, “What now?”

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From Principals to Principles
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From Principals to Principles

We know that teachers can expect feedback on their craft substantially less than 1% of the time. Yet to foster genuine growth and development, merely increasing touch points is necessary, but insufficient.

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Education’s “before and after” moment
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Education’s “before and after” moment

In our recent conversation about AI in education, Jennifer and I agreed that education is at the threshold of a “before and after” moment. We talked about four key takeaways for school leaders:

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Strengthening Teacher Growth and Development Programs at Fordham Preparatory School
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Strengthening Teacher Growth and Development Programs at Fordham Preparatory School

Reading detailed feedback is rewarding, but things get more interesting when we debrief peer visits. Having read all 24 pieces of feedback, the visited teacher leads the debrief, rather than being put under the microscope by their visitors. This allows them to ask clarifying and probing questions aligned with their growth priorities. We visitors act as teammates, helping the visited teacher to level up.

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The Imperative to Facilitate Change in Schools
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The Imperative to Facilitate Change in Schools

Tectonic forces often lead organizations to adopt a posture of “threat rigidity.” When this happens, as Horn writes, “an organization doubles down on its existing processes or routines. That results in more top down control; reduced experimentation […] and a focus on an organization’s existing resources, rather than questioning what else it might use to respond to the threat.”

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From Uneven Levels of Agreement to Tools of Cooperation
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From Uneven Levels of Agreement to Tools of Cooperation

This is precisely the moment that school leaders need to lean on what Michael Horn calls “tools of cooperation” in From Reopen to Reinvent. It’s not enough to have a powerful vision. It’s not enough even to know how you can get to that vision. As Horn says—and as I can confirm from experience earned the hard way—“Once a school leader has clarity around what they want to change, they still need to convince other individuals who will play a role in the change.”

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From Waterfall Planning to Discovery-Driven Planning
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From Waterfall Planning to Discovery-Driven Planning

Even more fundamentally, discovery-driven planning produces good strategy. Horn says that “In a discovery-driven planning process, start with the desired outcomes in mind. From there, the crucial next step is to list all the assumptions that must prove true to realize the desired outcomes.” This echoes the brilliant strategist Roger Martin, who advocates asking, “What would have to be true?” rather than “What is true?” before committing to a strategy.

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From Cognitive Biases to New Narratives
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From Cognitive Biases to New Narratives

Another cognitive bias at play was a failure to calculate opportunity costs. By investing finite resources in choices that would not differentiate them, the school was foreclosing opportunities to serve their community better while “playing to win,” as the strategist Roger Martin puts it.

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From Hygienic Factors to Motivational Factors
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From Hygienic Factors to Motivational Factors

Hygienic factors include things like compensation, status, and work conditions. These are “table stakes” for schools. Just as poker requires each player to pay an ante (the “table stakes”) to join the game, so too must schools invest in “good enough” hygienic factors to attract and retain faculty and staff.

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From Everything-to-Everyone to Jobs To Be Done
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From Everything-to-Everyone to Jobs To Be Done

Schools certainly need the right “interfaces” so that “modular” solutions can “plug in.” For example, does the daily schedule built-in time for students to access an outside provider for self-directed learning? Does the school transcript have space for credentials earned elsewhere?

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From Zero Sum to Positive Sum
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From Zero Sum to Positive Sum

To be clear, shifting from a zero-sum to a positive-sum model of school won’t be easy. As one of my former colleagues likes to say, “Teachers cannot create an experience for students that those teachers themselves have not had.” So if we want to initiate a shift in our schools from a zero-sum to a positive-sum worldview, we should begin by inviting teachers into new professional learning and growth experiences.

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Michael B. Horn’s From Reopen to Reinvent: A Must Read for School Leaders
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Michael B. Horn’s From Reopen to Reinvent: A Must Read for School Leaders

He cohosts the top education podcasts Future U and Class Disrupted. He regularly contributes to Forbes.com and writes the Substack newsletter The Future of Education. Michael also serves as an executive editor at Education Next. His work has been featured in outlets such as The New York Times, The Washington Post, The Atlantic, Harvard Business Review, and NBC.

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From Threat Rigidity to Opportunity
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From Threat Rigidity to Opportunity

To be sure, a full shift from threat rigidity to opportunity will take more than answering those four questions—and the rest of From Reopen to Reinvent explores that territory. It begins, as Horn implies, with having enough empathy to understand that threat rigidity makes perfect sense when you’re in the midst of a crisis. But if we remain in that place, we will merely “reopen.”

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