Why the AI character would not calm down, and how I fixed it

说明与用途

AI角色在Say It Ahead中无法平静下来，导致练习无效。通过实施四个任务模型（确认、澄清、反映、推进）和实时进度工具，使角色逐步放松并提供清晰的视觉反馈。

问题

The AI character in Say It Ahead remained upset despite user attempts to calm it, making practice feel arbitrary and ineffective.

结果

The character now adapts its tone based on user actions, providing a clearer sense of progress and reducing arbitrary outcomes.

工作流

• Define scenario with character mood, beliefs, facts, and desired resolution.
• Structure the conversation around four jobs: acknowledge, clarify, reflect, move forward.
• During the call, the AI calls update_practice_progress to report the highest job completed and evidence from user input.
• The UI displays progress silently, giving users visual feedback without breaking role‑play.
• After the call, ElevenLabs runs a separate review to score each job and maps results to the review screen.
• Compare live progress with post‑call review to identify discrepancies and refine criteria.
• Iterate tests with varied wording to reduce variation and improve consistency.
• Deploy updated model in production.

证据

The live character can use a browser tool called update_practice_progress. It sends the highest job completed and a short piece of evidence from what the user actually said.

来源

The current guided scenarios use four broad jobs: acknowledge the concern, ask a useful question, reflect what you heard, and agree on a specific next step.

来源