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In a new Class Disrupted episode, Diane Tavenner and Michael Horn argue that efforts to innovate in schools remain limited by established structures, policies, funding and data systems. They discuss a proposed direction centered on individualized learning pathways and competency-based progress, but the episode does not announce a formal policy or implementation plan.
Education podcast hosts Diane Tavenner and Michael Horn are using a new episode of Class Disrupted to set out a framework for discussing how schools could move beyond structures they describe as rooted in the industrial era. Their discussion focuses on individualized learning pathways, competency-based progress and changes to educator roles and funding, but it is a proposal for further conversation, not an announced school system or policy change.
The episode, published by The 74, revisits the hosts’ earlier “Horizon 1, 2, 3” framework, which described a progression from today’s factory-model schools toward models that more fully depart from that approach. Tavenner and Horn say they want to refine the framework and use it to distinguish between improving existing schools and building different models.
They argue that even schools pursuing innovation can remain constrained by foundational structures, policies, funding mechanisms and data systems. The conversation considers what a new core for schooling might involve: learning tailored to individual students, progress measured by demonstrated competencies, educator roles that are less fixed, and funding connected more directly to learners.
The hosts also discuss how technology, including artificial intelligence, could feature in debates about schooling’s future. The episode frames those conversations as part of a broader effort to make education change more practical. It does not provide evidence that the proposed approaches have been adopted at scale, nor does it specify a rollout, timetable or funding plan.
A Framework for Rebuilding Schooling
The discussion matters because it shifts attention from isolated classroom innovations to the structures that shape how schools operate. Changes to teaching tools may have limited reach if schedules, funding rules, data systems and measures of progress continue to support the same model, the hosts suggest.
For students and families, the ideas raise questions about whether education can better accommodate different learning needs and paces. For educators and policymakers, they point to difficult design choices: how to recognize progress, distribute resources and organize staff if learning becomes more individualized. These are implications of the proposal, not outcomes established by the episode.
The hosts also seek to clarify discussions about technology. Rather than treating AI as a solution on its own, their framework asks whether new tools reinforce current arrangements or help support a different approach. The episode offers a lens for debate, but does not present comparative results or a tested model proving which approach works best.
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From Horizon Stages to a New Core
Tavenner and Horn have discussed school models on earlier seasons of Class Disrupted, a podcast about education challenges after the pandemic. In the prior season, they used three “Horizon” stages, moving from the existing factory-model system toward schools that more fully depart from the industrial model.
In the current conversation, the hosts say the earlier framework helped start discussion but left room for a more useful account of what could come next. Tavenner describes the present work as developing a hypothesis and a lens for the season’s conversations with guests. The episode’s purpose is therefore exploratory: it introduces language and questions to guide discussion, rather than reporting a completed reform or new institutional initiative.
““Are you talking about improving the existing system? Are you talking about building something new?””
— Michael Horn
No Implementation Plan Yet
The episode does not identify a specific school, district or government agency adopting the ideas, and it gives no timetable, budget or implementation steps. It also does not establish how individualized pathways, competency-based progress or learner-linked funding would be defined and evaluated in practice.
The hosts describe the framework as evolving and use some terms provisionally. They do not present data showing that the proposed changes improve student outcomes, or explain how a new model would address questions such as equitable access, accountability and the role of existing schools. The level of public demand for change is raised in the source’s framing, but no survey or other measure is provided.
Further Podcast Discussions Planned
Tavenner and Horn say they plan to use the framework during the podcast season as they speak with educators, school leaders, students and other members of school communities. Those conversations may add detail to the hosts’ developing ideas, but the source does not announce a date for a final framework or a decision to launch a school model.
The next developments to watch are whether the hosts clarify the proposed model’s design and whether any schools or policymakers test elements such as competency-based progression or funding tied to learners. Until then, the episode is best understood as an invitation to examine the system’s underlying rules, not confirmation that those rules are changing.
Key Questions
What did Diane Tavenner and Michael Horn announce?
They introduced a framework for discussing how schools might move beyond industrial-era structures, including through individualized learning and competency-based progress. They did not announce a formal policy or a new school system.
What does the episode mean by the industrial model?
The hosts use the term for established school structures that they say can constrain innovation, including policies, funding arrangements and data systems. The episode uses the label as a framework for discussion rather than as a detailed historical analysis.
Are schools adopting the proposed approach?
The source does not identify any school or district adopting the framework. It gives no implementation plan, launch date or evidence of a system-wide change.
How does the discussion address artificial intelligence?
Horn says the framework can help ground discussion of AI’s possible effect on schooling. The episode does not report a specific AI product, deployment or measured impact on student learning.
Source: rss
