The Future Of Education
Drew Perkins talks with Brendan Lee, a primary school teacher, host of the Knowledge for Teachers Podcast, and advocate for evidence-informed pedagogy. Brendan shares his transition from an initial belief in unguided project-based learning to a more structured approach rooted in the Science of Reading and the instructional hierarchy.
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Brendan explains the instructional hierarchy—a framework that identifies where a student sits on the continuum from novice to expert. He emphasizes that when students are in the "acquisition stage" (or frustration stage), they require high levels of scaffolding and explicit instruction. Without this foundation, students often become disengaged because they lack the prerequisite skills to tackle complex tasks.
A central theme of the conversation is the critical role of fluency. Brendan argues that a lack of fluency in "tool skills"—like basic math facts or decoding—acts like "climbing a mountain with a bag of bricks on your back". By implementing just five minutes of daily, timed fluency practice, teachers can free up cognitive space for students to engage in higher-order thinking and discovery.
Finally, Drew and Brendan discuss the "curse of knowledge" and why many inquiry-based approaches fail when they lack intentional design. They explore how "engineering the aha moment" requires a deep understanding of what students already know and the strategic fading of support as accuracy increases.
Timestamped Episode TimelineDrew Perkins speaks with John Sweller, Emeritus Professor of Educational Psychology at the University of New South Wales, and Oliver Caviglioli, information designer and former special school principal, about the foundations and future of Cognitive Load Theory (CLT). As one of the most influential frameworks in modern education, CLT provides a scientific roadmap for understanding how human cognitive architecture dictates the way we should—and shouldn't—teach.
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The conversation begins with Sweller's essential distinction between biologically primary knowledge (skills like speech that we evolve to acquire naturally) and biologically secondary knowledge (academic subjects like reading and math that require explicit instruction). Sweller argues that because schools primarily deal with secondary knowledge, the limitations of working memory must be the starting point for any instructional design.
A major theme of the episode is the concept of element interactivity. Sweller clarifies a common point of contention: while inquiry-based learning can be acceptable for low-complexity information, it is "catastrophic" for high-element interactivity content where working memory is easily overwhelmed. The guests also explore the "computational advantage" of diagrams, explaining how visual models can offload cognitive strain and make complex syntax more accessible to learners.
Finally, the group discusses the "knowledge-rich" foundation required for higher-order thinking. Contrary to the idea that critical thinking is a generic skill to be practiced in a vacuum, Sweller and Caviglioli emphasize that creativity and analysis are only possible when a deep knowledge base is firmly established in long-term memory.
Timestamped Episode TimelineDrew Perkins talks with Brian Lamb, founder of Swivl, about the "Paradox of Edtech" and how modern digital interfaces are changing the way we learn. They discuss the shift from being "data-driven" to "data-informed," the importance of "decentering" for perspective-taking, and how AI can serve as a reflective thought partner for teachers rather than a replacement for human-led instruction.
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Episode Overview:
Brian Lamb and Drew Perkins explore why traditional edtech often creates a "gamified" version of reality that limits student growth. Brian explains how Swivl is pivoting toward tools that prioritize human reflection over screen time. They dive into the necessity of "decentering"—the cognitive ability to step outside one's own perspective—and how AI can be used to develop "uncomputable intelligence." The conversation also addresses the challenges of teacher preparation and how AI-supported feedback can help early-career teachers navigate the "messy reality" of the classroom.
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Drew Perkins welcomes Emily Waugh and Gabriela Delgado de Fina, both Assistant Heads of School for the A+ World Academy. They discuss the academy's unique educational model: a 10-month voyage for 72 students aboard the Sorlandet, a fully rigged ship built in 1927. The conversation explores the challenges and rewards of a "school at sea," where academics, communal living, and maritime training converge.
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Emily and Gabriela detail the academy's core philosophy and five goals for global leadership, which integrates academics with global studies, communal living, maritime training, and reflective learning. They share how students are required to participate in maritime watches, cleaning, and galley duties, fostering a deep sense of responsibility and grit. A mandatory course, "Self Systems and Society," serves as the anchor for these experiences, providing a space for students to reflect on conflict resolution and the unique challenges of sharing a living space with 72 peers.
The discussion dives into the academy's current transition toward a more Project-Based Learning (PBL) curriculum. Gabriela and Emily candidly discuss the hurdles of implementing inquiry-based research, such as "Port Quests," in an environment with limited internet and library resources. They highlight the ongoing internal debate about balancing traditional knowledge acquisition with progressive skill development, illustrating what Drew calls a "knowledge-rich inquiry" model.
Finally, they touch upon the essential nature of memorization in maritime life—where knowing the names and functions of hundreds of lines is a matter of safety—and the rigorous admissions process that seeks out curious students who are ready for the sacrifice and adventure of life at sea.
Timestamped Episode TimelineDrew Perkins talks with investigative reporter Chris Papst about his book, Failure Factory: How Baltimore City Public Schools Deprive Taxpayers and Students of a Future . Papst, a reporter for Project Baltimore, shares his deep-dive into why one of the most funded school systems in America remains one of the lowest performing . From systemic grade manipulation to the misuse of school funds, this conversation explores the "end stages" of a failing public education system and serves as a critical warning for the rest of the country .
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Papst details the findings of his multi-year investigation, which uncovered "the 50% rule"—a policy preventing students from receiving grades below 50%, regardless of attendance or performance—and instances where principals directly ordered teachers to change failing grades to passing. He argues that the focus has shifted from educating children to acquiring funding and growing the power of the school system.
The discussion also touches on the role of teachers' unions, the transition of teaching from a "profession to a job," and the emergence of "diploma mills" that exploit old state laws. Despite the systemic issues, Papst highlights "shining examples" like Cecil Elementary, where leadership has achieved high proficiency rates despite facing the same challenges as neighboring schools.
Finally, the conversation looks at the national implications of these findings and the critical need for accountability in public education. Papst emphasizes that while the situation is dire, it is correctable through transparency and a refocus on student learning rather than adult-centered bureaucracy.
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Drew Perkins welcomes Carole Geneix, Director of Teaching and Learning at Washington International School, to the podcast to discuss the evolving landscape of Artificial Intelligence in education. As schools grapple with the "AI revolution," Geneix argues that instead of fearing these tools, educators must integrate them into content-rich, inquiry-based frameworks to deepen student thinking.
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Carole highlights that the "AI fear" often stems from a misunderstanding of what these tools do. Drawing from her extensive background in the International Baccalaureate (IB) and Project Zero thinking routines, she explains that AI shouldn't be viewed as a way to bypass thinking, but as a "material" and "process" for students to interact with. By shifting the focus from the final product to the cognitive journey, teachers can ensure that inquiry remains at the heart of the classroom.
The conversation dives into the practicalities of implementation, from the nuances of "See, Think, Wonder" routines to the necessity of teaching students how to prompt and critique AI outputs. They also discuss the global differences in education systems, comparing the centralized French model to the localized, inquiry-driven approach of international schools, and why a "knowledge-rich" curriculum is the essential foundation for effective AI use.
Finally, they explore the shifting nature of assessment. Carole shares how schools can move away from traditional grading toward "reflection boxes" and process-oriented evaluations that prioritize human agency, ethics, and critical analysis in a world where information is increasingly automated.
Timestamped Episode Timeline[00:00] Introduction of Carole Geneix – Director of Teaching and Learning at Washington International School and global education expert.
[08:15] Global Education Perspectives – Comparing French, Korean, and U.S. educational philosophies and the role of inquiry.
[14:30] Defining Inquiry-Based Learning – Why inquiry is a mindset, not just a set of activities, and its roots in the IB framework.
[19:45] Project Zero Thinking Routines – How routines like "See, Think, Wonder" foster equity and give every student a voice.
[25:50] The "AI Roadmap" for Schools – Using the Map of Understanding to determine where AI fits into the learning process.
[33:10] AI as Artifact, Process, and Material – Reconceptualizing AI as a tool for reflection and creation rather than just an answer-generator.
[41:15] Policy and Implementation – Why banning AI is a mistake and how to use tools like Flint AI for safe, monitored student engagement.
[52:40] The Future of Assessment – Shifting from "what you know" to "how you think" in the age of generative AI.
[01:05:10] Professional Development – The long-term commitment required to shift school culture toward inquiry-driven AI integration.
[01:14:00] Closing Remarks – Where to find Carole's work and stay updated on AI in pedagogy.
Drew Perkins welcomes education writer and author Natalie Wexler to the podcast to discuss her latest work and the evolving conversation around explicit instruction and the "Science of Reading." While the movement has successfully brought phonics to the forefront, Wexler argues that too narrow of a focus ignores the lessons of the Science of Learning.
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Wexler notes that the "Science of Reading" is often misunderstood as being synonymous with phonics. While foundational skills are non-negotiable, she explains that the "Mississippi Miracle" and other literacy success stories are incomplete without a focus on building background knowledge. The conversation dives into the biological and cognitive necessity of elaboration, the process of connecting new information to what a student already knows, as the primary engine for long-term retention and comprehension. A significant portion of the discussion centers on Cognitive Load Theory and why it is frequently missing from US teacher-prep programs compared to those in England and Australia. Wexler shares her observations from the UK's Michaela Community School, highlighting how explicit instruction and a knowledge-rich curriculum can narrow the achievement gap. Finally, they explore the role of writing as a lever for learning. Wexler argues that writing is the most difficult thing we ask students to do, but when structured correctly (as seen in The Writing Revolution), it becomes a powerful tool for elaboration that turns surface-level facts into deep, transferable knowledge.
Timestamped Episode Timeline [00:00] Introduction of Natalie Wexler – Author of The Knowledge Gap and advocate for knowledge-rich curricula. [04:12] Defining the Science of Reading – Moving beyond the narrow focus on phonics to include comprehension and background knowledge. [07:47] The Power of Elaboration – Why connecting new info to prior knowledge is the "missing piece" in many literacy programs. [15:30] Cognitive Load Theory – How understanding the brain's "bandwidth" should change the way we teach reading and writing. [21:54] Research Gaps in Education – Why math and decoding are easier to study than the "messy" process of building knowledge in history or science. [33:10] The UK Perspective – Observations on explicit instruction and the "traditional vs. progressive" debate in England and Australia. [42:15] Writing as a Learning Tool – Using sentence-level strategies to help students process complex content. [50:18] The "Mississippi Miracle" – Analyzing what actually worked in Mississippi's literacy gains and what still needs to improve. [56:40] Closing Remarks – Where to find Natalie's work and upcoming projects.Drew Perkins welcomes neuroscientist and acclaimed author Jared Cooney Horvath to dissect his new book, The Digital Delusion, which provides a rigorous, evidence-based critique of edtech.
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Horvath doesn't mince words, arguing that the majority of student-facing, internet-connected devices should be removed from schools. He reveals that over 60 years of consistent data supports his claim that the integration of digital tools is fundamentally detrimental to effective learning. This isn't a Luddite's complaint; it's a detailed exploration of the Neuroscience of Learning.
The harm is explained through three primary biological mechanisms, which Horvath asserts are unfixable with software. First, screens train students to multitask, leading to a constant, detrimental battle for attention in a learning environment. Second, the use of devices inhibits the essential human-to-human interaction necessary for empathetic synchrony—the mirroring and mimicking critical for deep cognitive and social development.
Finally, we discuss the profound problem of Transfer of Learning. Horvath explains that by learning skills in an "easy" digital context, the ability to transfer that knowledge to a more complex, real-life (analog) task is significantly diminished, making the learning "slower, worse, and less deep." The data suggests tech only works in highly narrow contexts, primarily for surface-level "drill and kill" facts or basic remediation, often through intelligent tutors.
The conversation then shifts to the persistent educational conflicts, notably the ongoing tension between Explicit Instruction vs Inquiry and Project-Based Learning (PBL). Horvath connects the rigidity of entrenched positions to a "sunk cost" phenomenon, where individuals find it too "costly" to change their public stance, even when facing opposing evidence. We delve into the complexities of teaching, noting that both traditional and progressive approaches are valid at different points in a student's journey, but both are fundamentally flawed when they adhere rigidly to a single philosophy.
Furthermore, we explore the nature of Critical Thinking Skills and creativity. Horvath clarifies that while the mechanism for critical thinking is innate across all ages, its output is heavily constrained by the individual's available domain-specific knowledge. The science of learning, he argues, has nothing to say about specific pedagogy (such as direct instruction versus exploratory learning); it only describes the biological constraints of how the brain learns. Therefore, neuroscience should serve as a powerful tool to inform and improve any existing pedagogical approach, not dictate a single one.
Horvath offers a vision for the ideal classroom, suggesting elementary spaces should be "basically outdoor," focused on play and minimal tech. For older students, he advocates for a high level of control, confining computer use to specialized lab settings—much like woodshop or physical education. This perspective provides an essential counter-narrative for any K-12 educator or administrator struggling to balance modern tools with effective, long-term student success.
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Timestamped Episode Timeline
Time Segment/Topic [00:00] Introduction of Jared Cooney Horvath – Teacher-turned-neuroscientist, focus on "human learning" and applying neuroscience to educational practices. [01:28] Jared's Educational Background and Views on Pedagogy – Describing his K-12 experience as a "mishmash" that didn't adhere rigidly to "traditional" or "progressive" labels. [03:45] The Digital Delusion Book & EdTech Critique – Introducing the book and its core argument: edtech fundamentally harms learning, advocating for reducing/eliminating non-essential computer use in classrooms. [07:18] EdTech and Learning Outcomes/The Swedish Example – Advocating for removing student-facing, internet-connected devices; citing Sweden's ban on general tech use in schools (confining computers to a lab). [08:09] Exceptions for Technology Use – Tech only works effectively in narrow contexts: self-adaptive "intelligent tutors" for surface-level (drill and kill) learning and remediation. [09:46] Mechanisms of EdTech Harm (Biological) – Outlining the three primary ways screens harm learning: Attention, Empathetic Synchrony, and Transfer. [12:29] Transfer and Complexity in Learning – Discussion on how learning in an easy digital context makes skill transfer to a harder, real-life analog context almost impossible. [15:54] AI, Pedagogy, and Creating Learning Tools – Drew's example of using AI for quizzes; Jared's counter that learning is "slower, worse, and less deep" than if the student created the tools themselves. [18:07] The Ideal Classroom – Jared's vision for elementary (outdoor, play-focused, minimal tech) and middle/high school (human-element focus, highly controlled tech use in a lab). [20:17] Critical Thinking and Metacognition – Discussion on the definition of critical thinking, with Jared suggesting metacognition is a more accurate term for the process. [23:02] The Role of Knowledge in Critical Thinking – The mechanism is universal, but the outcome of critical thinking without knowledge is "very very narrow or pointless." [27:43] Creativity and Questioning – Defining creativity as "rearranging of your current memory structures." The role of knowledge and safety/context in the ability to ask good questions. [35:47] Tension Between Traditional and Progressive Education – Observing the acute conflict in Australia/UK; asserting both approaches are correct at different points but wrong when they are too rigid. [40:34] Science of Learning and Pedagogy – Stressing that the science of learning only concerns biological mechanisms and should inform teaching, not dictate a specific pedagogy. [43:08] AI Model Training and Pedagogical Parallels – Drew's question on parallels between AI's "symbolism" vs. "connectivism" and educational philosophies. [44:15] Critique of AI and Cognitive Models – Jared's view that AI conceptualization has mistakenly influenced brain understanding and that current AI models may be at a peak without a new theoretical framework. [46:02] Book and Contact Information – Sharing website (www.lmegglobal.net), new book (The Digital Delusion), and YouTube channel. [46:47] Closing Remarks – Final thoughts on recognizing the "gray zone" in complex educational issues.In this episode of the ThoughtStretchers podcast, host Drew Perkins talks with Dr. Barbara Oakley, distinguished professor of engineering and co-instructor of the celebrated Learning How to Learn course, to discuss her critical opinion piece: Censorship Hurts Our Brains: Why Neuroscience Confirms the Importance of Free Speech. They dive deep into the neural mechanisms behind free expression, the challenges facing K-12 education, and the dangers of sacrificing liberty for perceived order.
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Show Notes & Main Discussion Points:
Time-Stamped Highlights:
Drew Perkins welcomes Gary Schiffman and Jon Bassett of 4QM Teaching to the podcast to discuss their new US History curriculum and the principles behind their innovative Four Question Method.
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This conversation explores the gap between traditional inquiry-based learning and the need for explicit instruction in historical content and disciplinary thinking. Gary and Jon explain how their curriculum is designed to support "ordinary teachers" and build students' capacity for civil disagreement by grounding critical thinking in a robust body of knowledge.
Time-Stamped Topics Key moments in the discussion:
Is the core of teaching history about memorizing history facts, or is it about critical thinking? And what is the role of knowledge-rich inquiry in the history classroom?
Drew Perkins is joined by history educators Lauren Brown, Jonathan Dallimore (author of Teaching History: A Practical Guide for Secondary School Teachers), and Professor Aaron Astor for a frank, dialectic conversation on these essential questions. They discuss the necessity of foundational knowledge, how to promote historical thinking, and the biggest threats to historical understanding in the age of AI and social media.
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This deep dive into history pedagogy covers:
Key Themes & Time-Stamped Highlights
(00:14:18) The Problem of Forgetting: Professor Astor notes that college students often lack basic knowledge, not because they were never taught, but because they forgot previously learned information. He emphasizes the need for repetition and context to make facts "stick".
(00:18:17) The Multiplication Analogy: The panel agrees that some foundational facts, like multiplication tables in math, must be fluent to prevent cognitive load when performing higher-level tasks, such as understanding complex military strategy or migration patterns in history.
(00:23:07) Efficiency of Explicit Instruction: Jonathan Dallimore explains that concrete, explicit instruction (such as teaching geography on a map) is necessary to efficiently inject context, preserving limited class time for richer, deeper historical conversations (inquiry).
(00:27:37) The Case for Foundational Facts: Lauren Brown supports teaching foundational facts (like the 50 states) at a young age to build knowledge systematically and improve overall literacy and comprehension of diverse texts.
(00:36:56) Context is Key to Memory: Drew Perkins points out that facts are more likely to be retained in long-term memory if they are put in context with other information (e.g., connecting a state's location to regional dynamics or Civil War loyalties).
(00:45:08) Chronology vs. Periodization: Jonathan Dallimore champions periodization (breaking history into three or four manageable phases) as a more effective tool than simple chronology. He argues that periodization is not only concrete but also serves as a critical tool for later interpretation and debate.
(00:53:10) Knowledge Prevents "Post-Truth Nonsense": The panel stresses that building a sufficient factual architecture is crucial to prevent historical discussions from devolving into unsupported, opinionated "post-truth nonsense".
(00:56:48) The "So What" Question: Aaron Astor identifies the fundamental critical question in history as "so what" — encouraging students to understand why a particular piece of information matters and how it is connected to a bigger force or theme.
(01:07:09) Knowledge as an Indicator, Not the Aim: Drew Perkins introduces Grant Wiggins's idea that "knowledge is an indicator of educational success, not the aim," emphasizing the value of what a student can do with the knowledge (i.e., critical thinking and making connections).
(01:19:02) The Importance of Historiography: Jonathan Dallimore argues that rich cultural knowledge should include an understanding of the big historical debates and interpretations (historiography) to help students contextualize information encountered on social media.
(01:21:53) Navigating the Modern Information Landscape: Aaron Astor discusses how AI and social media (the "anarchy of takes") have destabilized the architecture of information, making it imperative for history teachers to inculcate reality-based community practices to discern fact from fiction.
(01:34:01) The Goal: Think Historically: Aaron Astor concludes that the ultimate goal of history education is for students to "think historically" about their worlds and their times.