#productivity

CMU researchers present PPP and UserVille, a multiobjective RL framework and interactive environment that teach LLM agents when to ask clarifying questions and how to adapt to user preferences, significantly improving productivity, proactivity, and personalization on benchmark tasks.

AI clone tools learn your signature style from samples and generate drafts that feel like you, saving time on repetitive writing while keeping your voice intact.

'Google adds Gemini-powered audio for Docs, AI image editing in Slides and Vids, and Workspace Flows automations to speed up everyday work and creativity.'