# 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.


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# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://stempoint.gitbook.io/stempoint/getting-started/quickstart/edge-ai-hardware-shared-mining.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.