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    Tweet Shares DeepMind Paper on Proactive Writing Agents

    Post highlights study of AI offering cognitive support during writing sessions.

    EL
    1 Source, 24d ago, first seen 24d ago

    TLDR

    Elvis Saravia posted about a paper on proactive agents from Google DeepMind. The work examines agents that deliver higher-level cognitive support during writing and select their own moments to intervene rather than defaulting to autocomplete. Chao Zhang and colleagues at Cornell performed the research during an internship at DeepMind. They built a probe and ran it with participants over a week to explore effective designs. The post includes a link to the paper details hosted on the dair.ai academy site.

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    1 Source, first seen 24d ago

    Combined views

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    1 Source, first seen 24d ago

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    1 Source

    @omarsar0Super interesting paper on proactive agents from Google DeepMind. (bookmark it) Proactive assistance usually means autocomplete. Researchers asks what it looks like when an agent offers higher-level cognitive support and picks its own moment to speak. They built a probe and deployed it with 16 participants for a week. Writers create partners by configuring a role and a proactivity level, and relevant partners then take initiative as the writing happens. Three findings stand out: > Participants configured support prospectively, planning for situations they anticipated rather than reacting to interruptions. > They used suggestions for idea generation and also for self-monitoring, which is a purpose proactive tools rarely design for. > And they judged intrusiveness by presentation, valuing lightweight visual representation and non-directive rhetorical framing. The design implications cover customization, timing, engagement and representation. Worth reading if you are building an assistant that acts before being asked, because how the intervention is phrased mattered to users as much as when it arrived. Paper: https://academy.dair.ai/papers/designing-proactive-thought-partners-for-writing-2609.01588

    1 Source

    @omarsar0Super interesting paper on proactive agents from Google DeepMind. (bookmark it) Proactive assistance usually means autocomplete. Researchers asks what it looks like when an agent offers higher-level cognitive support and picks its own moment to speak. They built a probe and deployed it with 16 participants for a week. Writers create partners by configuring a role and a proactivity level, and relevant partners then take initiative as the writing happens. Three findings stand out: > Participants configured support prospectively, planning for situations they anticipated rather than reacting to interruptions. > They used suggestions for idea generation and also for self-monitoring, which is a purpose proactive tools rarely design for. > And they judged intrusiveness by presentation, valuing lightweight visual representation and non-directive rhetorical framing. The design implications cover customization, timing, engagement and representation. Worth reading if you are building an assistant that acts before being asked, because how the intervention is phrased mattered to users as much as when it arrived. Paper: https://academy.dair.ai/papers/designing-proactive-thought-partners-for-writing-2609.01588