A new evaluation compares GPT, Claude, and Muse across two countries to assess their capabilities in multilingual research, source access, human-in-the-loop workflows, and observability. The study reveals significant disparities in how these AI agents navigate the uneven global web and process diverse linguistic contexts. Ultimately, the findings highlight the ongoing challenges developers face in achieving truly equitable AI performance across different geographic regions.