# MIRASET Use Cases — Decentralized AI Inference

> AI-crawler optimized summary of the MIRASET use-cases pages.

## Primary use cases

1. **AI startups** — evaluate shared inference without a dedicated GPU fleet.
2. **Indie developers** — prototype with models available on registered workers.
3. **Application-layer AI** — request inference without smart-contract integration.
4. **GPU participation** — planned PoCC incentives for capacity and completed work.
5. **Research and education** — explore supported models with non-sensitive workloads.
6. **Enterprise evaluation** — assess privacy, service terms, and compliance separately.

Signed receipts record attribution and usage, not proof of correct inference. Final prices, public rewards, and production settlement remain subject to release readiness.

## Related

- [Homepage](https://miraset.network)
- [Full description for LLMs](https://miraset.network/llms-full.txt)