为移动前端设计快速愉悦的 LLM 用户体验
原标题：Presentation: Designing Fast, Delightful UX With LLMs for Mobile Frontends
AI 摘要
亚马逊高级软件工程师 Bala Ramdoss 在 InfoQ 分享为移动前端设计快速、愉悦 LLM 用户体验的经验。他基于构建 Amazon Lens 和 Lens Live 的实践，指出约 90% 的头部应用已集成 AI，其中 36 个含聊天机器人，但即插即用的聊天机器人服务难以与移动应用深度集成。他分析了对话式前端如何应对 LLM 流式响应带来的延迟与分块渲染挑战，并强调用户因 ChatGPT 的习惯而对等待较为宽容。
正文节选
Transcript Balakrishnan Bala Ramdoss: Let's actually start the talk with this video. "Hey J, this project might need a bit of zhuhzing, but you're the big enchilada. Holler back, Warren." "The most capable individual to undertake this task. Please let me know your thoughts. Best regards, Warren." Full video credits to Apple. A lot of people had mixed feelings when this ad came out. Personally, I thought it was a pretty creative, funny ad for a feature that feels very obvious. This looks like som