> For the complete documentation index, see [llms.txt](https://stempoint.gitbook.io/stempoint/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://stempoint.gitbook.io/stempoint/getting-started/quickstart/edge-ai-hardware-shared-mining.md).

# Edge AI Hardware Shared Mining

* Allowing robots/NPU/camera ends to perform sampling, preprocessing, lightweight inference, and few-shot training under privacy conditions.
* Edge SDK (task sandbox/differential privacy/quality assessment) + PoU measurement + incentive allocation.
* Connecting real-world long-tail scenarios to supplement data and micro computing power supply.