# AI + Agents

### Creator Pools as the Incentive System for AI&#x20;

The rise of AI models and autonomous agents has unlocked new capabilities, but monetization and access models remain centralized and inefficient. Developers and companies often rely on pay-per-query APIs, closed licensing models, or rigid subscription tiers that fail to align with user engagement and value creation. Creator Pools introduce staking as a dynamic access and incentive layer, allowing AI developers, model providers, and agent networks to monetize usage, allocate compute resources, and build decentralized participation models without relying on middlemen or fixed pricing structures.

Imagine an AI ecosystem where staking determines access, priority, and influence. Users can stake to unlock AI model usage, access exclusive datasets, or interact with advanced agents. Developers can stake-gate model fine-tuning, API terminals, or high-priority processing. AI marketplaces can use staking to govern compute resource allocation, ensuring models with the most demand receive the right amount of distributed compute. By embedding staking into AI infrastructure, Creator Pools make AI more open, user-driven, and sustainable, while creating new revenue models for builders and businesses.

**Stake as the New AI Access Model**&#x20;

* Instead of fixed API keys or subscriptions, users stake to unlock model access. Staking can provide tiered access to AI capabilities, granting priority processing, longer session times, or customized fine-tuning options based on the level of stake.

**Stake-Tiered AI Agent Interaction**&#x20;

* Users can stake to gain access to specialized AI agents, unlocking premium automation services, custom workflows, or dedicated on-demand models. Staking enables priority query handling, multi-modal processing, and advanced tool integrations, making AI agents more accessible and programmable.

**Stake as the New AI Credit System**&#x20;

* Instead of relying on centralized token buckets or prepaid credits, staking allows users to continuously earn and utilize AI credits over time. Stake-backed AI credits can dynamically adjust based on model demand, compute availability, or user participation, ensuring a fair and scalable resource allocation.

**Stake as the New AI Compute Marketplace**&#x20;

* AI models require high-demand compute resources, but current infrastructure providers rely on static pricing and closed allocation mechanisms. Creator Pools enable stake-driven compute allocation, where models with higher staked demand receive priority processing power across decentralized compute networks.

**Stake-Powered AI Governance & Fine-Tuning**&#x20;

* Staking introduces governance mechanisms for AI models, allowing researchers, businesses, and communities to stake into models they want to see improved. Stake-weighted voting can determine which datasets are prioritized, what updates should be implemented, or how resources are distributed in open-source AI projects.

#### Get Started

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-cover data-type="files"></th><th data-hidden></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><strong>Join the Testnet Waitlist</strong></td><td>Stay up to date with the launch of our testnet!</td><td><a href="https://1667436478-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FqwIj9LTaNhYclHMlqKjg%2Fuploads%2FwW7iS6vyY15bSAWAtv2G%2F67c94b87-1452-49af-a704-98a2ed5ad47f.jpg?alt=media&#x26;token=098b8b83-4a70-4f79-aaa0-1f374a32c210">67c94b87-1452-49af-a704-98a2ed5ad47f.jpg</a></td><td></td><td><a href="https://revolutionnetwork.io/">https://revolutionnetwork.io/</a></td></tr><tr><td><strong>Apply for a Grant</strong></td><td>Check out our public grants for builders &#x26; creators.</td><td><a href="https://1667436478-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FqwIj9LTaNhYclHMlqKjg%2Fuploads%2FeoWeb8ngTqG86SFfE6Ut%2F8e42ea50-8f94-4ca9-9008-37813659889d.jpg?alt=media&#x26;token=5b125ac7-d16a-4a55-a732-912942949917">8e42ea50-8f94-4ca9-9008-37813659889d.jpg</a></td><td></td><td><a href="https://revolutionnetwork.io/grants/">https://revolutionnetwork.io/grants/</a></td></tr><tr><td><strong>Follow our Socials</strong></td><td>Share your docs online</td><td><a href="https://1667436478-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FqwIj9LTaNhYclHMlqKjg%2Fuploads%2FCybzXF8GBdPUFL8UoVvY%2F65098d8e-8570-4929-ae32-cdddada4be1b.jpg?alt=media&#x26;token=b24223f0-a2f1-48e1-8a7f-21c7baaf4692">65098d8e-8570-4929-ae32-cdddada4be1b.jpg</a></td><td></td><td><a href="https://onelink.npayme.io/@revolution">https://onelink.npayme.io/@revolution</a></td></tr></tbody></table>
