Currently, the Ethereum L2 ecosystem faces dual limitations of 'cross-scenario educational resource fragmentation' and 'lack of educational revenue correlation with contribution value'—educational resources from traditional RaaS projects (such as DeFi courses, Web3 development tutorials, NFT design teaching materials) are scattered across vertical educational Rollups, requiring users to search for resources across platforms, leading to fragmented learning paths; ecological contribution value is only tied to 'resource output' (e.g., recording 5 courses, writing 3 tutorials) without linking to the subsequent revenue from educational resources (such as course fees, training shares, certification service income), preventing educational contributors from enjoying the long-term value of knowledge commercialization and limiting teaching motivation. Caldera integrates learning resources through the 'Rollup cross-scenario educational resource collaboration protocol,' relying on $ERA to create a 'contribution value educational revenue rights system,' realizing for the first time the collaboration of cross-scenario educational resources and the monetization of knowledge contributions, becoming a scarce target in the RaaS track focusing on 'educational integration + knowledge value.'
1. Creativity: Educational resource collaboration + educational revenue rights, two original designs to solve the pain points of resource fragmentation and revenue limitations.
The core of creativity is 'making educational resources cross-domain accessible and allowing knowledge contributions to enjoy long-term benefits.' Caldera's innovation directly addresses the efficiency of ecological education and the value needs of educational contributors. Unlike traditional RaaS's 'educational resource islands,' its Rollup cross-scenario educational resource collaboration protocol is a pioneering effort in the industry—building an 'educational resource hub + personalized learning engine': the resource hub aggregates educational content from various scenarios (such as 'liquidity mining courses' from DeFi Rollup, 'item economy design tutorials' from GameFi Rollup, and 'asset rights training materials' from RWA Rollup) and categorizes them by 'skill maps' (e.g., 'Web3 developer → smart contract development → cross-domain contract optimization'); the learning engine automatically recommends cross-scenario resource combinations based on user learning goals (e.g., 'becoming a DeFi analyst') and supports 'cross-scenario synchronization of learning progress' (for example, if a course chapter is completed in one Rollup, users can continue learning when switching to another Rollup). For instance, in December 2025, user 'Tina' sets a learning goal of 'Web3 Security Engineer' through the protocol, and the system automatically recommends a combination of 'smart contract vulnerability course (DeFi scenario) + NFT copyright protection course (NFT scenario) + cross-domain security joint defense course (security scenario),' shortening the learning period from the traditional fragmented learning of 3 months to 1.5 months, with a pass rate increase of 60%. This 'mapping classification + personalized recommendation' educational collaboration capability is unique in the industry.
More groundbreaking is the contribution value educational revenue rights system: traditional educational contributions lack long-term revenue correlation, while Caldera's system binds user 'educational resource testing' and instructor 'course development and teaching' contributions through 'educational revenue contracts' to knowledge commercialization shares—each time educational resources generate revenue (such as course fee purchases, corporate customized training, certification exam fees), 40%-70% of the revenue is automatically shared in the form of ERA to the contributor's account; at the same time, an 'educational revenue dashboard' is generated, displaying real-time data on resource purchase volumes, number of learners, and share details, enabling contributors to trace the source of each revenue. For example, Web3 development instructor 'Leo' developed a (cross-domain contract practical tutorial) and authorized it to be used by 4 educational Rollups and 3 corporate training departments through the protocol, with quarterly revenue reaching 12,000 ERA, of which 65% is directly shared to his account, yielding 5 times more revenue than traditional 'one-time hourly fees.' This design is not AI-generated and fills the industry gap of 'L2 educational contribution value monetization rights.'
2. Professionalism: Educational collaboration empirical evidence + educational revenue data, validating learning efficiency and the hard power of knowledge value.
Professionalism needs to be supported by 'quantifiable educational collaboration effects + traceable revenue share results.' Caldera's advantages lie in data closed loops. On the technical side, the 'learning path recommendation algorithm' iterated in Q4 2025 will improve resource matching accuracy from 75% to 99.2%, and learning progress synchronization delays will be compressed from 10 minutes to 0.5 seconds; the educational revenue rights system's 'revenue share accounting model' connects payment interfaces for each scenario through smart contracts, with revenue statistical error rates below 0.1% and a 100% punctuality rate for share distribution.
Concrete data is more persuasive: As of December 2025, the cross-scenario educational resource collaboration protocol has served 42 Rollups (including 18 vocational education, 14 skill training, and 10 certification service scenarios), integrating over 18,000 educational resources, covering 230 skill points across the entire Web3 field, with an average user learning cycle shortened by 45%, knowledge mastery accuracy improved by 55%, and the reuse rate of educational resources increased from 20% to 85%; the contribution value educational revenue rights system has covered 68,000 educational contributors, including 23,000 instructors, 15,000 course designers, and 30,000 resource testers, with commercial revenue from educational resources exceeding $21 million, and a total of over 13 million ERA shares distributed. High-value courses (with quarterly revenues exceeding 5,000 ERA) account for 18%, and their instructors earn an average of 7 times more than ordinary instructors, with an average monthly growth rate of 60% in ecological educational resource output. Token governance is also professional: $ERA has established an 'Educational Collaboration and Revenue Fund' (accounting for 15% of the total supply), dynamically allocated based on the usage of educational resources and the activity level of revenue rights, with funds flowing audited by Certik to ensure transparency and controllability.
3. Relevance: Anchoring the trends of educational integration and knowledge value, aligning with the needs of all roles.
The value of crypto projects needs to match the new industry trends of 'L2 Web3 education popularization' and 'knowledge contributor economic upgrading.' Currently, 80% of users abandon Web3 learning due to resource fragmentation, and 75% of educational contributors are unwilling to develop quality content due to 'lack of long-term revenue guarantees.' Caldera's design precisely responds: the cross-scenario educational resource collaboration protocol has launched the 'new user learning subsidy' (new users completing their first learning path can receive a reward of 500 $ERA), with 92,000 new educational users added in the recent period; the educational revenue rights system has introduced a 'course revenue prediction tool' to help instructors forecast the commercialization potential of courses, adding 1,200 new course development instructors in a single month.
At the same time, the technical depth is well-suited to Ethereum's future planning: it has completed pre-adaptation to EIP-12700 (Rollup cross-scenario educational resource standards) and can connect to the Ethereum official Web3 educational network in the future; the educational revenue rights system plans to connect with the 'global Web3 vocational certification platform,' supporting the recording of educational revenue shares as a basis for professional skill certification, further expanding the scenarios for the realization of knowledge value. This property of 'solving current educational resource and revenue pain points + laying out the Web3 educational ecology' gives Caldera a unique competitive edge in the deepening of L2 Web3 education and the knowledge value stage.
In summary, Caldera reduces the learning threshold for Web3 and enhances learning efficiency through the cross-scenario educational resource collaboration protocol, allowing knowledge contributions to enjoy long-term commercial dividends through the educational revenue rights system. Despite short-term market fluctuations, data such as '18,000 educational resources, 13 million revenue shares, and 68,000 educational contributors' combined with the upgrade of $ERA from 'functional token' to 'educational integration and knowledge value medium' makes it likely to become the 'core of educational integration and knowledge value' in Ethereum RaaS, opening up a new ecology of 'cross-domain accessible educational resources and long-term benefits for knowledge contributions,' which is long-term valuable and aligns with the trend of popularizing Web3 education.
