28 - AI Didn’t Break Assessment; It Exposed It (and What That Means for Integrity)

Scaffolding is an essential part of effective teaching, but how do we know when students have truly learned something versus simply performed well with support? In this episode of Assess THAT!, Tom and Natalie explore the often-overlooked distinction between supporting student learning and gathering accurate evidence of achievement. From teacher prompting and guided questioning to graphic organizers and worked examples, they unpack how well-intentioned instructional support can sometimes obscure what students actually know and can do independently. The challenge isn't to stop scaffolding; it's to recognize how the conditions under which students demonstrate learning influence what we can confidently conclude from the evidence. The conversation examines the delicate balance between providing enough support to move learning forward and knowing when to gradually remove that support. Tom and Natalie explore why independence shouldn't automatically become an achievement criterion, how scaffolded and independent evidence serve different purposes, and what this means for formative assessment, grading, and professional judgment. They also offer practical ways teachers can track the conditions under which learning is demonstrated without creating complicated assessment systems. Ultimately, this episode challenges educators to ask a deceptively simple question: Are we assessing what students have learned, or what we've helped them produce?

At the end of the school year, we encouraged you to look back with our End-of-Year Assessment Audit to consider what worked, what didn’t, and what you might want to change. Now it’s time to turn that reflection forward. Before the gradebook starts filling up and familiar routines take over, the beginning of a new school year gives us a brief opportunity to be intentional about the assessment culture we want to create.

As a school year is completed, it's natural to reflect on what worked, what didn't, and what you'd like to do differently next year. But beyond lessons, units, and classroom management, there's another area that deserves our attention: assessment. In this episode, Tom and Natalie guide listeners through an end-of-year assessment audit built around 10 powerful questions designed to help teachers examine the effectiveness, accuracy, and impact of their assessment practices. From the quality of evidence we gathered to the role feedback played in student growth, this conversation is all about learning from the year that was. Along the way, we explore whether grades truly reflected achievement, where compliance may have quietly influenced reporting, how students developed as self-assessors, and which assessment routines delivered the greatest return on time and energy. Rather than encouraging a complete overhaul, this episode helps educators identify a few meaningful adjustments that can make next year more accurate, more sustainable, and more supportive of student learning. Before you close the door on this school year, take a moment to learn from the evidence your own classroom produced.

Self-assessment has become one of the most widely embraced practices in education. We want students to reflect on their learning, understand success criteria, monitor their progress, and take ownership of their growth. But what if we've underestimated how difficult self-assessment actually is? In this episode, Tom and Natalie explore the idea that students don't become effective self-assessors simply because we provide rubrics, post success criteria, or ask reflective questions. Instead, they argue that the ability to recognize quality (what researchers call evaluative judgment) must be intentionally developed through exposure, comparison, discussion, and calibration.

What happens when grading reform moves beyond theory and starts colliding with real people, real beliefs, and real resistance? In this episode, Tom and Natalie unpack the leadership side of grading reform, the part that often gets overlooked in conversations about standards-based grading, assessment reform, and reporting practices. They explore why so many initiatives lose momentum, not because the ideas are flawed, but because leaders are navigating competing pressures without a fully defensible process to anchor the work. Throughout the conversation, they dig into the realities of leading change in schools: staff pushback, parent concerns, mixed messaging, and the tension of trying to stay grounded while moving a system forward. Tom and Natalie discuss the importance of clarity, credibility, and coherence in leadership, why pushback is not a sign of failure, and how strong assessment leadership requires more than technical solutions. Whether you’re a principal, district leader, instructional coach, or teacher helping shape grading conversations in your school, this episode offers a candid and practical look at what real leadership in grading reform actually requires.