How your path has adapted now shows its changes visually. A small line tracks whether the chapters ahead are gentler than planned, as planned, or harder. Below it, the latest changes appear as short labels with an icon and a date, such as "Stepped up" or "Review added". The full reason opens when you hover, focus or tap a change.
The chapter-done screen is shorter. It drops "What this evidenced" and "What changed on your roadmap", and keeps a "See your skill evidence" link beside "Back to the roadmap".
Every stage of a chapter now uses the same design: the pre-check, the wait while a chapter is written, reading, practice, sources and chapter done. The wait shows honest progress, with one step in progress at a time. The note about AI generation, its version line and its report button are gone.