# 2.11.3 Improvers

### Improvers

#### <mark style="color:orange;">Direct validation pathfinder</mark>

A centralized AI tool that simulates entire regulatory environments to **discover pathways that can be used for direct compliance validation** (i.e. linking eset smart contract with data endpoints or workflows enabling automated reliable compliance validation). &#x20;

Used centrally as self-improvement protocol for OAE not available for end users.

#### <mark style="color:orange;">Co-creation manager</mark>

A collaborative tool enabling users to contribute to OAE data - whether that’s assets databases, API endpoints, regulatory data or specific workflows or pathways improving the infrastructure.&#x20;

**Process:**&#x20;

* Users upload their contributions to the AI&#x20;
* AI then:&#x20;
* * Assess the content.
  * Detects overlaps with existing sources.
  * Generates content tags for organization.
  * Rates the added value of the input.
  * Restructures existing infrastructure if necessary.
  * Submits reward payout proposals for central team approval.\ <br>


---

# 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://whitepaper.xend.finance/2.0-oae-onchain-assets-environment/2.11-ai-stack/2.11.3-improvers.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.