







What could we do to make it better? I would invest a lot of time and energy if I could think of something to do! Our own moderation system? A labeler that filters to people who generally reply in good faith? A standalone client just for academics??
Dec 22, 2025 at 12:36 AM
On the coordination for better moderation systems
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.

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...

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...
Trust: Foundation of Human Knowledge yet online Platforms won't allow | David Karger | TEDxMIT Salon
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.

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.

Moderation on Blacksky-Only Posts: A Community Proposal
Our team has explored several ways to make permissioned posts possible. Now we’re bringing the decision back to the community. Below are three approaches to moderation: a machine-learning system that automates moderation, a large-scale peer moderator program, or a hybrid model that combines both. We’re inviting your feedback to help decide how we should govern privacy together.

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

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.

Moderating With Humans, For Humans - Trust Issues
Moderating With Humans, For Humans - Trust Issues
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…

This is probably one of the most important issues in terms of labor, tech, UX, etc that the Atmosphere needs to solve (decentralized moderation). I would invite people to pay attention to what the @blackskyweb.xyz team and its community are doing and take notes.