# Model Developers & AI Communities

Target User: ML engineers, open-source model builders, fine-tuners, and prompt engineers.

Core Needs: Infrastructure for publishing, licensing, and earning from AI models.

Workflow:

* Upload or register trained models via the Modular AI framework.
* Configure access terms, licensing parameters, and reward preferences.
* Track usage metrics and inference history transparently.
* Earn $ART based on invocation volume, remix lineage, and ranking.

Key Benefits:

* Decentralized model monetization without intermediaries.
* Cryptographic attribution and usage transparency.
* Ecosystem-native developer reputation.


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