A news analysis of how outsiders can verify claims made by AI businesses in the Build with Gemini XPRIZE competition. Using five testable projects, researchers found that verification varies widely: some claims can be checked against official documents (like exam prep accuracy), while others require examining code and logs to understand what 'AI-runs-the-business' actually means technically. The article shows that confirming one layer of a claim reveals little about the next.