







There is a need for better moderation systems on the fediverse. But getting people to coordinate to build and adopt such systems is proving to be a challenge.
The Inexorable Push For Infrastructure Moderation
I’m grateful to Techdirt and the EFF for this series. There are so many legitimately difficult issues around content moderation at the application layer—that is, on (and usually by) pla…

Designing decentralized moderation
In decentralized social networks, moderation decisions are made locally by users, servers, or other network entities. This basic…

Bluesky 2023 Moderation Report - Bluesky
We have hired and trained a full-time team of moderators, launched and iterated on several community and individual moderation features, developed and refined policies both public and internal, designed and redesigned product features to reduce abuse, and built several infrastructure components from scratch to support our Trust and Safety work.

FOSDEM 2026 - How to level up the fediverse
The fediverse isn't done! Or, at least, that's the opinions of ActivityPub co-authors Christine Lemmer-Webber and Jessica Tallon! Discover how we could improve the fediverse with ActivityPub-compatible improvements to add more robust and secure communication/cooperation patterns, decentralized storage and identity, etc! Plus: how Spritely is starting to apply its technology towards exactly this goal, bringing Spritely's next-generation internet tech to the fediverse!

AT Moderation Architecture | bryan newbold
The AT network is becoming more heterogeneous in practice, with independent PDS hosts, apps, and alternative bsky AppViews establishing themselves. This means that more complex inter-service moderation scenarios are starting to get attention. While the labeling system was released all the way back i...
Bluesky's Moderation Architecture | Bluesky
Moderation is a crucial aspect of any social network. However, traditional moderation systems often lack transparency and user control, leaving communities vulnerable to sudden policy changes and potential mismanagement. To build a better social media ecosystem, it is necessary to try new approaches.

An internet of many autonomous communities
What if communities were built into the protocol? Delegated moderation, verification badges, and reciprocity systems for autonomous online communities.

Towards Sustainable Moderation for 3rd Party ATProto Development
I had the chance to chat with Ronen and Wesley from semble.so at the ATProto Boston meetup last week. They mentioned to me that a topic of discussion among non-Bluesky ATProto developers in Montreal was a growing recognition that they would need to start doing moderation on their services sooner rather than later. I was very quickly able to demonstrate that labeling third party lexicons was fairly simple. That said, I think tooling is the easy part—between larger organizations like Roost and Z...

Open-source tools needed for the future of decentralized moderation
A small list of various open-source software that needs to exist to power the future of Trust & Safety for decentralized social networking software.

maegul (@maegul@hachyderm.io)
I think the #Ghost and #Wordpress federations pose interesting questions about what #fediverse platforms can and should be. Do we actually want blogs and feeds of blogs folded into a mastodon/microblog social feed? Do we want to read and comment on blogs on mastodon? Do we want all the diversity of the fediverse fed into a single platform's UI and hope that it works well? Are we worried that some choices by our platform or instance admin might hinder this process? I'm rather skeptical. 1/
The Fediverse and Content Creation: Monetization
Sure, we have open source, federated replacements for Instagram, Tiktok, and YouTube. How do we get creators to use this stuff? One consideration involves the ability to pay for things.
Beyond moderation: labelers for security/safe browsing, existing services to use · bluesky-social atproto · Discussion #1595
So far, much of the conversation around third party labelers has focused on content moderation. That's an important first use case, but obviously not the only one. We talked a bit about the dow...
Decentralised content moderation — Martin Kleppmann’s blog
Who is doing interesting work on decentralised content moderation?