An early version of Say It Ahead had a basic problem. A user could listen carefully, ask good questions, and offer a reasonable plan, but the AI character might still sound just as upset as it did at the start.
That made the practice feel arbitrary. The user could not tell whether anything they said had changed the conversation. The character had a strong opening mood, but no clear reason to move away from it.
The fix was not a list of magic calming phrases. It was a simple model of how a difficult conversation can move forward. This note explains that model, how the live progress display works, and where the system can still get it wrong.
The first character knew how to be upset
The first parent scenario was easy to start. The prompt described an angry parent, gave the parent a complaint, and told the voice to push back. The result sounded convincing for the first few turns. The problem appeared when the user handled the conversation well.
