How the Ecosystem Works

The ecosystem is designed in a matrix, where each participant contributes in unique ways.

I. Contributors

Contributors are everyday users, task performers, and digital workers who interact with computers on a regular basis. They use the Dojo to demonstrate tasks (e.g., uploading files, scraping data, navigating software). These demonstrations are recorded and used to train agents. Contributors bring the long tail of real-world workflows that AI developers can’t possibly predict. Their intuitive knowledge is what powers agent learning. They earn $SOL when their demonstrations are used to train agents, achieve high performance, or are deployed in the LaunchBay.

II. Developers

Developers are engineers, machine learning researchers, automation builders, and open-source coders. They contribute to agent logic by building reusable behavior modules, wrappers, toolkits, or extensions. They improve agent generalization, reliability, and cross-platform adaptability. Developers enhance the sophistication and resilience of agents, especially for complex or non-linear workflows. They can monetize their modules on the marketplace, earn rewards when their logic is integrated into agents, and stake tokens to support governance proposals.

III. Validators

Validators are power users, QA testers, or community members focused on accuracy and integrity. Those validation tasks will be available upon request of Dojo creator. They test trained agents in various environments, score them on execution quality, and flag errors or failure points. Some validation may be automated. Validators help maintain high standards across the ecosystem, ensuring agents are reliable and safe for deployment. They receive $SOL based on their audit contributions and the impact of their feedback.

IV. Curators & Communities

Curators & Communities are DAOs, community groups, online collectives, or interest-aligned cohorts. They curate agents by domain (e.g., finance, gaming, admin), create training pools, fund Dojo activity, manage deployment libraries, and set quality benchmarks. Communities provide governance, cohesion, and alignment in a decentralized system. They can specialize in specific verticals and lead open-source innovation. Curators earn a share of agent usage revenue, influence reward models, and govern roadmap features through token-based voting.

V. Companies & Enterprises

Companies & enterprises are startups, mid-size businesses, and enterprises across sectors. They request agents via the Arena, access trained agents via the LaunchBay, or integrate agent capabilities into their workflows using OmniMinds’ API or front-end interfaces. Businesses benefit from flexible, no-code automation without needing technical staff or software changes. They get immediate ROI on repetitive task automation. Enterprises save time and cost by offloading digital labor to autonomous agents, with the flexibility to request custom solutions tailored to their tools.

VI. Nodes & Compute Providers

Nodes & compute providers are Independent compute providers, GPU/CPU node runners, and decentralized infrastructure participants that power the network. Run trained agents securely on their hardware when users request executions, ensuring distributed, low-latency processing. Decentralized execution enables scalability, redundancy, and censorship resistance. Nodes earn tokens for running agents based on CPU consumption, execution success, and uptime, following a CPU-as-currency model.

VII. Token Holders

These are community investors, active users, and long-term ecosystem participants. They stake tokens to participate in governance decisions such as reward models, roadmap priorities, and ecosystem parameters. Token holders are the backbone of decentralized alignment — they help keep the platform fair, sustainable, and user-focused. Stakers unlock premium features on the platform or waiver specific fees, influence future directions, and have exclusive early access to new features.