diff --git a/README.md b/README.md
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@@ -154,11 +154,3 @@ GitHub Actions runs on pull requests and pushes to `main`. It performs a clean n
 - Anthropic-backed features require a server-side API key and are not enabled in the public showcase deployment.
 - DOCX and PPTX uploads can be stored, but the current AI indexing path is designed for PDF, image, and text content.
 - Some settings/integration controls and the top-level mock-exam launcher remain roadmap UI; course-level practice-exam generation is implemented.
-
-## Future improvements
-
-- Add a polished screenshot and short demo-video set using seeded showcase data
-- Persist profile, notification, and integration preferences
-- Expand structured extraction support for additional document formats
-- Add end-to-end browser tests and production observability
-- Consolidate practice-exam creation into one consistent workflow