Why We Are Moving Beyond the Synchronized Cohorts
True scale in education requires architecting autonomous systems, not managing more people..
Permissionless Academy is changing. After running two cohorts, we have decided to move away from the fixed-date, synchronized model. We are transitioning to a mixed community mode that combines a continuous learning environment with periodic live sessions.
This is the natural evolution of the first phase of model testing. When you build something new, you start with the most obvious structure. For online education, that is the cohort. But after two cycles, the data suggests that the cohort model contains structural flaws that work against the very thing we are trying to teach: sovereignty & independence.
The Recruitment Bottleneck
The most immediate problem with cohorts is the energy required to get them to "escape velocity."
To run a successful cohort, a founder has to spend a disproportionate amount of time on outbound recruiting. You aren't just building a product; you are managing a sales cycle that resets every eight weeks. This creates a massive internal friction. I found myself spending more time trying to fill seats for a specific start date than I was spending on the architecture of the learning itself.
In a startup, your most valuable resource is founder focus. If the business model requires you to be a perpetual hype-man just to keep the lights on, you have built a service business, not a scalable system.
Focus on the "What," Not the "How"
In this new world, what is being learned is far more important than how the learning happens.
In the old model, we obsessed over the delivery mechanism, the live Zoom calls, the specific mentor, the structured curriculum. But to a sovereign builder, the delivery method is secondary. Learning can happen via a tutor, a mentor, a YouTube video, or a specialized piece of technology. As long as the result is a relevant, market-ready skill, we are gold.
The cohort model prioritizes the "How" (the synchronized experience) over the "What" (the outcome). By moving to a mixed community mode, we are unbundling the learning. We are making it about the acquisition of the skill itself, regardless of the medium.
The Problem with "Anti-Scale" Architecture
As a technologist, I look for leverage. One thing technology is objectively good at is scale. But the cohort model is fundamentally anti-scale because of its "POD" nature.
A cohort relies on high-touch management and small-group synchronization to maintain quality. The moment you try to scale a cohort, you either have to hire more managers (increasing overhead) or dilute the experience (decreasing value). It is a linear solution to an exponential problem.
If we want to reach thousands of builders without becoming a massive, slow-moving bureaucracy, we need a solution that works tirelessly and at scale. We need an infrastructure that doesn't sleep, doesn't need to be recruited, and can provide high-fidelity feedback to every student simultaneously.
Wait... did I just say AI? :)
Synchronized Learning is a Legacy Bug
The cohort model is essentially an attempt to port the industrial school system to the internet. It assumes that a group of people should all learn the same thing at the same speed at the same time.
This synchronization creates "artificial urgency." It uses social pressure to force completion. While this works for a "completion rate" metric, it fails the student in the long run. Real sovereignty doesn't happen on a six-week schedule. It happens when a builder encounters a specific problem and needs a specific tool or insight to solve it.
By forcing everyone into a synchronized window, we were creating a "Managed Learning" environment. But Permissionless Academy is meant to produce "Sovereign Systems." There is a fundamental contradiction in trying to teach autonomy through a rigid, staff-managed schedule.
The Shift to a Continuous Community
By moving to a mixed community mode, we are solving for two things: Leverage and Utility.
Founder Leverage: By removing the "recruitment deadline," I can shift my focus from sales to system architecture. We want the Academy to be a platform that grows because of its utility, not because of a marketing campaign.
Student Utility: A mixed model allows for "Just-in-Time" learning. The community is always there, and the live sessions provide the "Handshake" moments. Deep, high-bandwidth interactions that complement a student's own build cycle.
The goal is to build a protocol for growth, not a school. We are stopping the cohorts to start building a system that actually works.
About the Author
Avneesh Kumar is the founder of Permissionless Academy — a modern learning platform built on the belief that real skills come from building real things, not collecting credentials.
He spent a decade building inside the education system before concluding that meaningful change has to come from outside it. Today he builds AI-native products through Schoolze Labs, Monterey AI Labs, and a handful of other ventures — all running without a traditional team.
He writes about education, agency, and building leverage in the age of AI.