# Problem Statement Visuallyze addresses four interconnected systemic problems: complexity, centralization, inequitable incentives, and unverifiable training. These issues shape how AI is built today and limit its long-term sustainability as a shared technological resource. --- # 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://docs.visuallyze.xyz/3.-problem-statement/problem-statement.md?ask= ``` 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.