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Open Telureo

The Education Platform

Chapter 4 of 11 · Version 1, October 19, 2026 · 7 min read

Our platform is designed around a simple idea: connecting people who have valuable knowledge and experience with people who want to learn from them, regardless of where they are in the world.

We want this to be a global learning environment where tutors can freely share their expertise, develop their own teaching approaches, and reach students beyond geographical and institutional boundaries. At the same time, students can explore a wide range of subjects, discover tutors, follow structured teaching plans, and participate in live learning sessions without financial barriers.

Unlike conventional blockchain-based applications, our platform is designed to feel like an education service rather than a cryptocurrency product. Students do not need to understand blockchain technology, manage digital wallets, or participate in token transactions to access learning opportunities.

Behind this simple experience, the Bittensor network provides the competitive incentive structure that supports the ecosystem and encourages the continuous contribution of educational content.

One of the fundamental principles of our platform is that valuable knowledge is not limited to academic institutions, formal qualifications, or traditional teaching professions.

Over a lifetime, people build up an extraordinary depth of knowledge through education, professional work, personal experience, experimentation, successes, failures, and everyday challenges. Much of this knowledge may never appear in textbooks or university courses, yet it can be incredibly valuable to someone facing similar challenges or seeking to develop new skills.

For example, an experienced entrepreneur may share the lessons learned from building a business. An engineer may demonstrate practical solutions to real-world problems. An artist may explain their creative process, while a skilled professional may teach techniques developed through decades of experience.

Traditional academic subjects such as mathematics, science, languages, and programming remain just as important. Our objective is not to favor one type of knowledge over another, but to create opportunities for different forms of useful knowledge to be shared and explored.

The value of knowledge lies not only in where it was acquired, but in how well it can be shared and applied to improve someone’s understanding, abilities, or everyday life.

In this ecosystem, anyone with genuinely valuable knowledge and the ability to teach it can have an opportunity to contribute, while learners gain access to perspectives and experiences that may otherwise remain beyond their reach.

The platform is built around two primary types of participants: tutors and students.

Tutors are individuals who share their knowledge, expertise, and experiences through live lectures. They can introduce new concepts, demonstrate practical skills, explain complex subjects, or organize an entire sequence of lessons around a particular field of knowledge.

Tutors have the freedom to develop their own teaching styles and educational content. To schedule and deliver lectures through the platform, they become affiliated with a participating miner agency, which can support their teaching activities and performance within the ecosystem.

Students are people who want to gain knowledge, develop skills, explore interests, or better understand the world around them. Whether they are currently attending school, pursuing a professional career, or simply learning out of curiosity, the platform offers opportunities to learn from people with diverse backgrounds and experiences.

The initial platform is designed for learners aged 13 and above, with free access to educational sessions and no student subscription or lecture-booking fees.

At its simplest, the relationship between tutors and students is this: those who have something valuable to teach should have an opportunity to share it, and those who want to learn should have an opportunity to access it.

Every tutor can build a professional public profile that introduces their background, experience, areas of expertise, and approach to teaching.

These profiles allow students to discover who the tutor is, what they intend to teach, and whether their knowledge and teaching approach align with the student’s interests or learning goals.

But meaningful education needs more than a collection of unrelated lectures.

That is why one of the platform’s central features is the Teaching Plan.

A teaching plan allows tutors to organize their knowledge into a clear and understandable learning sequence. It can introduce the intended audience, learning objectives, prerequisite knowledge, individual lesson topics, and the progression students can expect as they follow the lectures.

For example, a tutor sharing experience in entrepreneurship may create a series covering the fundamentals of starting a business, understanding customers, managing finances, and overcoming common operational challenges. Another tutor might develop a progressive mathematics course or a practical series based on a specialized professional skill.

Each plan can connect directly to upcoming scheduled lectures, allowing students to understand not only what they can learn, but also how different lessons relate to one another.

Together, these features are designed to encourage tutors to think carefully about how they share knowledge and help students move beyond isolated content toward a connected learning experience.

4.5 Educational Categories and Lecture Scheduling

Section titled “4.5 Educational Categories and Lecture Scheduling”

To make a broad range of knowledge easier to discover, the platform initially organizes learning opportunities into twelve educational categories:

  1. K–12 Academics

  2. Test Prep

  3. Languages

  4. Tech & Coding

  5. University & Professional

  6. Creative Arts

  7. Career & Professional Skills

  8. Personal Finance & Investing

  9. Health & Wellness

  10. Hobbies & Lifestyle

  11. Bittensor

  12. Other

These categories provide a starting structure rather than a limitation on what people can learn. A lecture that fits none of the eleven subjects can be scheduled under Other. As the ecosystem grows, additional subjects and more specialized categories may be introduced according to learner interests and actual demand.

A unified lecture calendar allows students to explore upcoming sessions, discover relevant subjects, and organize their learning schedules. With timezone-adjustable displays, students from different regions can easily understand when lectures will take place.

Several lectures can take place at the same time, up to eight in each category, so the calendar shows them side by side, much like a television guide, with each tutor’s picture and a short title for every lecture. Students can save any lecture to their favorites, to join it later or to watch it again. Each lecture shows how many people have saved it, as a sign of interest. Saving a lecture does not affect its score.

Tutors can independently schedule their lectures within the platform’s booking rules, with each session lasting between 10 and 120 minutes and a limit of one lecture per tutor per UTC day. A booked lecture can be cancelled until 48 hours before it begins.

Discovering, scheduling, and attending live lectures should be convenient and reliable for tutors and students alike.

Live interaction is at the heart of our initial educational experience.

Rather than building an entirely new video streaming infrastructure, the platform uses YouTube to deliver live lectures through twelve platform-managed channels, initially organized by educational category.

Tutors can broadcast their sessions using supported streaming software, while students can join through familiar YouTube viewing experiences.

Live teaching offers something especially valuable: a chance to share knowledge directly, respond to questions, explain ideas from different perspectives, and engage with learners as a lesson unfolds.

A tutor can demonstrate a practical technique, walk through a challenging problem, discuss a real-life experience, or respond to questions raised by students during the session.

Although prerecorded materials and lecture replays can remain useful learning resources, our initial platform places particular emphasis on genuine live teaching and interaction.

More than increasing the amount of educational content online, we want to encourage genuine exchanges of knowledge between tutors and learners.

4.7 Tutor Rankings and Performance Transparency

Section titled “4.7 Tutor Rankings and Performance Transparency”

Open competition becomes more useful when participants can see how their contributions are performing.

The platform therefore introduces visible tutor and agency rankings, helping students explore tutors and helping agencies understand the engagement generated by their teaching activities.

In the initial version, every delivered lecture receives its own score: its YouTube-reported LIVE watch-minutes, the total minutes viewers spent watching while it was broadcast live, with no cap. The score appears about two days after the lecture ends, as YouTube’s figures arrive, and becomes final five days after the lecture. A tutor’s or an agency’s score for a day, a week, or a month, measured in UTC, is the sum of its lectures’ scores, and the platform ranks tutors and agencies for each of these periods and for all time, with earlier periods available for comparison.

These scores provide a measurable indication of how much live viewing activity a tutor’s lectures attract, rather than a definitive assessment of teaching quality or actual learning outcomes.

This distinction is important. A popular lecture is not necessarily the most educationally effective, just as a highly valuable lesson may initially attract a smaller audience.

Even with those limits, transparent performance information and open competition may encourage tutors and agencies to pay closer attention to learner interests, improve how knowledge is presented, and experiment with different teaching approaches.

As the platform evolves, we intend to explore more advanced methods of evaluating learning effectiveness, student progress, and the practical value of educational experiences.

We want tutors to feel motivated to keep improving, students to have greater freedom to discover valuable knowledge, and the wider network to grow through participation and competition.

The result we are working toward is a platform that makes learning simple and accessible for students, opens worthwhile opportunities for tutors, and lays the foundation for a globally competitive knowledge-sharing network.

Where knowledge finds its purpose. Free live lectures from people who know their subject, for learners aged 13 and over.