Characters are not displaying on the Nexus 7 app, showing only TeX syntax instead. The issue may be related to JavaScript settings, specifically MathJax support. Users confirm that the web version works correctly, indicating the problem lies within the app itself. The app may not fully support JavaScript, which is necessary for rendering TeX properly. This suggests a need for updates or fixes to the app to resolve the character display issue.