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Well that was fun, can't believe Pixelfed has over 1M people in our community!

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    Hubzilla Beginner's Workshop Today, Feb 11 (German)Great to see these type of events popping up!.https://f.termine.di.day/events/e037c6a5-362c-4231-bcbd-2ffb2eb3d70f#Fediverse #ActivityPub
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    @Otttoz Veldig nice! 🎶🎻
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    In PieFed v1.4 it will be possible to label posts as having AI generated content. Labelled posts will get a little badge near their title, similar to how nsfw and nsfl content is labelled. Mods and authors can change this value on a post in the same way they do flair and nsfw, using the little tags button in the bottom right or in 'More options' when editing their post. Account settings for blocking: [image: rIJ6kQKrU9ygU9p.png] Similar to how NSFW works, each user can control how those posts are listed on the home page, etc. The default is 'Label as AI', which just adds the badge. People averse to AI-generated content might want to change this to 'Hide completely'. Also similar to NSFW, entire communities can be assigned as 'AI content' and that will auto-tag every post inside as being AI generated. If the community mods have this value unset (e.g. Lemmy communities, which don't have this functionality) then the instance admin can manually override the community's AI Generated setting.
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    The major feature in v3.2.0 of Ktistec is thread analysis. The previous release, v3.1.2, added support for viewing threads from Lemmy communities. I follow the Open Source community, which leads to many large threads. The thread on FFMpeg and Google has 112 posts and is still growing.Thread analysis helps me navigate these extensive conversations. It includes: top contributors, a timeline histogram, and notable branches.The analysis applies several heuristics to identify interesting branches of the main thread. “Interesting” is subjective, but the algorithm currently looks for sudden bursts of activity and highlights those areas. Ktistec uses this to create a table of contents that links directly to those branches. Clicking on one of these links takes you to a branch-only view that focuses on the selected part of the thread.It's fast—I anticipated needing to cache analyses, but analyzing a thread with over 400 posts takes only about 50 milliseconds on my production server.Figure 1: Screenshot of the final design. Notable branches link to subsets of the thread.This release also addresses an object visibility regression that was introduced in a previous version.Full ChangelogAddedThread analysis that displays key participants, a timeline histogram, and notable branchesNew MCP tools: analyze_thread and get_threadFocal point rendering support for image attachmentsFixedRegression in object visibility affecting replies to threadsChangedEnhanced MCP tool details for likes, dislikes, and announcesImproved cookie security.#ktistec #fediverse #activitypub #crystallang