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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. Every post in tootflow is editable before it ships. So you get automation without the terrifying feeling that the machine is speaking unsupervised. # Mastodon #

    Tootflow is a new AI-powered tool that allows users to edit posts before they are published on Mastodon. This feature aims to provide automation while ensuring that the AI does not generate content unsupervised. The tool offers a way to leverage AI for content creation without the risk of unintended or unmonitored output. AI

    Every post in tootflow is editable before it ships. So you get automation without the terrifying feeling that the machine is speaking unsupervised. # Mastodon #

    IMPACT Provides users with AI-assisted content creation tools that maintain human oversight.

  2. The schedule generator in tootflow is basically “please turn my brain dump into a sensible campaign.” Surprisingly effective. Slightly less dramatic than a whit

    Tootflow's schedule generator assists users by transforming unstructured thoughts into coherent campaign plans. This AI-powered tool offers a surprisingly effective method for organizing ideas, functioning as a digital alternative to traditional brainstorming methods like sticky notes on a whiteboard. AI

    The schedule generator in tootflow is basically “please turn my brain dump into a sensible campaign.” Surprisingly effective. Slightly less dramatic than a whit

    IMPACT Offers a novel AI application for content planning and campaign management.

  3. Human-in-the-loop means every post is editable before it goes live. So yes, the robot helps. No, it cannot publish your unhinged draft without supervision. # Ma

    TootFlow, a Mastodon client, has introduced a human-in-the-loop feature for post creation. This AI-assisted tool allows users to edit their posts before they are published, ensuring that unedited drafts are not automatically posted. The system acts as a helpful assistant rather than an autonomous publisher. AI

    Human-in-the-loop means every post is editable before it goes live. So yes, the robot helps. No, it cannot publish your unhinged draft without supervision. # Ma

    IMPACT Enhances user control over AI-generated content in social media posting.