this post was submitted on 10 Nov 2026
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As the Fediverse grows, the amount and frequency of harmful spam also increases. The feudalistic structure of the network creates notable moderation overhead as every instance admin has to ban offending remote accounts and remove their content themselves, if the originating instance does not act quick enough or such delete actions are not federated properly.
An example (and my motivation for this post) are reports from the last days about accounts which post CSAM content. This is especially problematic, as media content gets duplicated to every receiving instance.

The following idea came to my mind: A software which sits on top of Activity Pub and creates a kind of court. Instances of this software are independent courts. All users can elect admins / mods of their home instance as judge. Everyone can post a case via normal Fedi posts to the court and the elected judges give a verdict via majority vote (votes are also normal Fedi comments with special formatted content). Once a case has a verdict, all instances should immediately apply the decided action against the offending content / account. This can be done via a bot which is set as an instance moderator and follows the published verdicts of a court instance the local admin trusts.

This way swift action can be applied through all instances which follow the court at once. By having periodic elections it is kept democratic.

And the task of the court is to defend universal rules all following instances agree on. Not to handle politics between instances.


What are you thoughts on this matter? Or do other approaches to solve this issue already exist?


Update:
From this came the idea that instances can follow mod actions of other instances and apply them if x% of other instances did the same.

I think this is an interesting approach which might be better than my proposal. So I would like to hear your thoughts about this too.

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[–] lambalicious@lemmy.sdf.org 2 points 4 hours ago

CSAM

Wouldn't disabling media federation get rid of that part of the problem real fast, to then leave people open to work on the moderation issues such as "federated judging" etc?

[–] Vicinus@piefed.zip 6 points 6 hours ago (1 children)

I think Pylova (a soft-fork of Piefed) is at the forefront of moderation tools in the threadiverse.

I think their recent addition of shareable user-subscribable block-lists is a good direction to go. I think this can be expanded to instance-level subscribable block-lists. There could be a variety of lists (CSAM, scrappers, scammers, agentics, etc.) and each instance chooses what list(s) to subscribe to or build their own for others to subscribe and contribute to. The lists would be easily fork-able so that any instance can take control of their own moderation, if they disagreed with an addition/subtraction to a list.

For some lists (like scrappers), I think automatic addition could be set up to quickly "inoculate" the rest of the threadiverse against them. Perhaps one approach could be any IP that clicks on a non-user clickable link or gets stuck(?) in Anubis could be added.

I think subscribable block-lists for instance admins could be a great way to protect the threadiverse (perhaps expanded to the fediverse as a whole or just any website in general) against any problematic actors quickly and at the first encounter (alternatively: after (x) # or % of instance admins add them to a list).

Apparently some of these lists may already exist in some form (@Christopher@lemmy.grey.fail: "I was able to implement community maintained blocklists."). So, my thought would be to make sure these lists are a standard format (if they aren't already) that instances can auto retrieve and contribute to.

Anyone: let me know if you have any thoughts or see any issues with the idea (constructive criticism only, please).

[–] blued_gear@fedia.io 2 points 3 hours ago (1 children)

The difference between blocking and purging is that a blocked account is still residing on the instance (even more so for user blocks instead of admin blocks). As the data is still there, it opens possibility for legal trouble. Full purges by instance moderation action is different.

The scope of my proposal is not to help curate and filtering content for instances, but to enable widespread coordinated action against content which was already created and is harmful without any room for interpretation.

approach could be any IP

That is a whole other issue. Scrapers and request spammers, not content spamming accounts, can be combated with already existing technology at the reverse proxy server. There are big crowdsourced IP banlists which are continuously updated.

I think subscribable block-lists for instance admins

This would be the easiest solution. But I think it will lead away from individualism of instances, as all decisions are automatically applied, instead of only a manually reviewed subset.
Your idea with applying the mod action after a threshold of other instances did it too is something to consider. It will keep individualism but also creates "avalanches" once enough instances in the network agreed on a decision, which might be even better for propagating swift action against general harmful content.

[–] Vicinus@piefed.zip 1 points 3 hours ago

Appreciate the feedback :)

The difference between blocking and purging is that a blocked account is still residing on the instance (even more so for user blocks instead of admin blocks). As the data is still there, it opens possibility for legal trouble. Full purges by instance moderation action is different.

The scope of my proposal is not to help curate and filtering content for instances, but to enable widespread coordinated action against content which was already created and is harmful without any room for interpretation.

Makes sense. I suppose my described lists could also be made into purge lists.

That is a whole other issue. Scrapers and request spammers, not content spamming accounts, can be combated with already existing technology at the reverse proxy server. There are big crowdsourced IP banlists which are continuously updated.

Not my knowledge base, so good to know that already exists.

This would be the easiest solution. But I think it will lead away from individualism of instances, as all decisions are automatically applied, instead of only a manually reviewed subset.

Your idea with applying the mod action after a threshold of other instances did it too is something to consider. It will keep individualism but also creates “avalanches” once enough instances in the network agreed on a decision, which might be even better for propagating swift action against general harmful content.

Definitely a balance needs to be struck, between quick action and preventing abuse.

[–] Kichae@lemmy.ca 12 points 8 hours ago (1 children)

I'm not sure how a process modelled off of a tribunal is supposed to act as a fix to mods or admins not acting quickly enough. Trials and tribunals are notoriously slow, because they are called when correctness is more important than speed.

By design, these are not vehicles for "swift actions".

If a certain website is known to have a problem with their moderation, then that's what server block lists are for. Communal server block lists already exist. Having a standardized format and the ability to subscribe to one would be nice, but as of right now the amount of effort to update a server's block list with a new version is relatively simple.

The thing is, as the fediverse grows, and especially as the group-based part of the fediverse grows, we have to accept network splits as a natural part of that process. It is going to get patchy here. It's a natural part of social network development. What we need to get ahead of is showing people that that is OK, and that frictionless access to the whole of the social web isn't necessarily a good thing.

[–] blued_gear@fedia.io 1 points 3 hours ago

A tribunal is not the fastest solution; true and that is a problem. But on the other hand following the verdicts of just one entity (a list, an instance, a person) brings the risk of abuse of power by that entity where a jury is democratic.
I don't want to defend my idea as the right approach, as it has pros and cons and I don't know what the optimal solution should be myself.

[–] vk6flab@lemmy.radio 3 points 7 hours ago (1 children)

The more steps, the less effective any moderation is going to be.

I literally just reported about 50 or so spam posts, manually, for a message that was being posted by new accounts with only one or two posts, each to a different communities and instances, seconds apart, each username related words with a number that changed, account age less than a day.

In other words, an automated spamming engine creating accounts across multiple instances and posting at scale.

Think USENET Green Card from the early 90's, a pivotal moment in spam history. This is the tip of the iceberg.

You cannot fight this with judges and voting, you need a better approach.

[–] nocturne@piefed.social 3 points 4 hours ago (1 children)

Lemmy & piefed need a multi post report mechanism, or at least the ability to report an account and not just their posts.

[–] vk6flab@lemmy.radio 1 points 1 hour ago

While true, reporting the spam run I saw would not have benefitted from such a system, since there were nearly as many accounts as there were posts and they were across many different instances.

[–] chris@lemmy.grey.fail 10 points 10 hours ago (1 children)

I administer my own instance of Lemmy and Mastodon. The CSAM issue was something I learned about real quick, unfortunately. I was able to implement community maintained blocklists. It's not perfect, by any means, but I've not seen any more harmful content.

The idea of a centralized judicial system does not seem compatible with the spirit of federation. The safety we expect from centralized platforms is something we gave up for our freedom. With that, we do have to be diligent and deal with the bad actors. It's the worst trade off in the whole deal.

It's also impossible to enforce, I think. The Rage Against the Machine "f you, I won't do what you tell me" spirit lives in all small server admins (by virtue of rebelling in the first place).

[–] anarcockworkorange@anarchist.nexus 1 points 2 hours ago (1 children)

I was able to implement community maintained blocklists.

Could you share how? That's very interesting.

[–] chris@lemmy.grey.fail 2 points 2 hours ago

I should elaborate, the blocklists are for Mastodon. I've not applied anything like this for Lemmy. I kind of just count on other server administrators and mods. 😬

https://gardenfence.github.io/

[–] jeena@piefed.jeena.net 5 points 9 hours ago (1 children)

I'm not sure about centralization but delegation would probably make more sense. So I could delegate my own instances moderation to a instance I trust. This way we still can have seperate ways of moderating so the Tankies can moderate their stuff, the Nazis their stuff, Liberals theirs, etc. pp.

[–] blued_gear@fedia.io 1 points 3 hours ago

As the mods of other instances are all volunteers and might already be overworked I don't support this idea. But as someone else mentioned following the actions of other instances and only automatically applying these actions if x% other instanced did the same might be a good idea.

[–] docus@lemmy.dbzer0.com 7 points 11 hours ago (2 children)

Interesting idea. Not an instance owner, and not familiar with the finer details of federation, so no idea if it could be done. My initial concerns is that a majority vote won’t work, if you have to wait for the majority of instance mods to vote it’s going to be too slow. Maybe some degree of instance level config helps. For example, if i had my own instance, i would follow ban/delete recommendations from the likes of .world, .dbzer0, but maybe not from .ml without a human reviewing it first. Also need to ensure the ‘court’ does not get flooded.

[–] anarcockworkorange@anarchist.nexus 1 points 2 hours ago (1 children)

.world has its issues, mostly because of its behemoth size. Not all bans there would necessarily be a great idea to apply on instances that are an order or two of magnitude smaller. Their needs and approaches to moderation differ in enough ways that an auto-copy would probably not be advisable, unless we can reliably categorize them. If we can tell a ban comes because of CSAM, or something like that, that would make sense to immediately copy. But a behavioral / rule break sanction is much more closely tied to the specific instance rules and moderation standard.

[–] docus@lemmy.dbzer0.com 1 points 1 hour ago (1 children)

Every instance will have its own approach to moderation. Almost by definition, since disagreement with an instance’s policies is a good reason to spin up your own one. .world was my home instance for a while, I would not say they have more issues than other instances. I left them because their policies on piracy related stuff. I understand their reasons, so it’s my issue, not theirs. Anyway, yes CSAM (and spamming?) should be a prompt fediverse wide ban and delete, as long as we can trust the decision makers

Well, I think the size of their userbase naturally poses a higher workload for admins and mods. So they naturally will have a lower tolerance for any risqué behavior, by sheer need of expediency dealing with the issues there. So even if a smaller instance shares the rules with them, the way they'd apply the rules are likely to be quite different.

[–] DioMylo@lemmy.world 1 points 10 hours ago (1 children)
[–] AwesomeLowlander@sh.itjust.works 6 points 8 hours ago (1 children)

They have a... different... take on politics.

[–] DioMylo@lemmy.world 2 points 7 hours ago (1 children)

I'm new to Lemmy so I have tried both there, hexbear and on lemmy.world... Don't see a big difference, what are they known for?

[–] AwesomeLowlander@sh.itjust.works 6 points 7 hours ago* (last edited 7 hours ago)

Hexbear, lemmy.ml (known as .ml), and lemmygrad.ml (known grad), are colloquially known on the Threadiverse as the 'Tankie Trio'. In general, they support China, Russia, et al. Moderation on their communities is extremely biased - your opinion on a topic determines if the mods ignore you or come down with the wrath of god.

You may not have noticed a difference because this refers to communities on their instances. If you were browsing /all, you were probably seeing a mix of communities from across the Threadiverse. However, due to their bad rep, many instances block (defederate) them, which means there is a lot of content you can't see if you're using them as your home instance.

[–] Pamasich@kbin.earth 4 points 9 hours ago (1 children)

Everyone can post a case via normal Fedi posts to the court and the elected judges give a verdict via majority vote. Once a case has a verdict, all instances should immediately apply the decided action against the offending content / account.

My immediate thought reading this was, how does that work across jurisdictions? Is the idea that every jurisdiction runs its own instance of this software? Something illegal in one jurisdiction might not be in another.

There's also the question of representation. Does every (lemmy/mbin/piefed) instance get the same representation? If there's proportional representation, that just promotes centralization of the fediverse. If there's not, you can just set up new instances to manipulate the vote.

And the task of the court is to defend universal rules all following instances agree on.

Sure, but are there checks and balances which ensure that?

[–] blued_gear@fedia.io 1 points 3 hours ago

Is the idea that every jurisdiction runs its own instance of this software?

That is possible, yes. And an instance can follow the rulings of more than one court (the union of all verdicts would apply).

There's also the question of representation.

Fair representation by election is an issue where I have to read some papers about before specifying the details of this system.

Sure, but are there checks and balances which ensure that?

  • Elections where a fixed part of current judges is replaced every x months
  • Removal of a judge if x% of fedis MAU or y% of instance admins vote on a distrust

That would be my current ideas. But keep in mind that I'm a software engineer, not someone who studied politics.

[–] hendrik@palaver.p3x.de 7 points 11 hours ago* (last edited 11 hours ago) (1 children)

I like the idea. Better yet: Don't put it on top, but make it part of the platform itself. I think moderation is an integral part of a platform and should be baked in.

And another idea: Some other platforms have moderation be some kind of feed. We could expose moderation decisions as some kind of feed people can subscribe to. That way I could say: I trust team XY to do the moderation for me. And someone else could subscribe to a different "court" or team of moderators who are more or less strict. I kinda like that idea as well. But it's also guaranteed to be (ab)used for the usual political, online ideology/identity war. Not sure if that's a bad thing or a good thing.

If you combine both concepts, you'd get a solution which isn't "central". And it offers customizability to the users, and/or individual instance admins.

[–] blued_gear@fedia.io 3 points 10 hours ago (1 children)

Don't put it on top, but make it part of the platform itself.

Then we would need to convince every platform dev to implement it with a predefined standard and wait for the release. With the independent server + bot approach it gives more flexibility and every server admin can add the service without the platform to support it.

We could expose moderation decisions as some kind of feed people can subscribe to.

But then it would depend too much on the views of one instance. Every instance has their own set of rules, which is their right and is fine. But not all instances would like to apply the mod decisions based on rules they might not even have. With a common 3th-party jury mod actions are limited on only a set of rules all instances agree on, while they can apply more fine-grained rules themselves and not interfering with other servers.

But it's also guaranteed to be (ab)used for the usual political, online ideology/identity war.

This is also a big problem with following mod actions of a server which also publishes posts. There will be a bias and if that server has beef with someone else, it will lead to injustice.

Also another thing about "feed people can subscribe to": this proposed system is not for curated blocklists between users or such. It is for actions which have to apply to whole instances like account purges to ensure illegal media is not distributed.

[–] hendrik@palaver.p3x.de 6 points 10 hours ago* (last edited 10 hours ago) (1 children)

I think 1) and 2) are kind of what makes the Fediverse fun. We're not just an accumulation of sometimes compatible servers. We do make an effort to span one big, interoperable network and put in the effort to standardise and find common solutions. And we also try to offer means to individualise the experience on different instances.

It is for actions which have to apply to whole instances like account purges to ensure illegal media is not distributed.

I'm afraid we also have additional issues with different jurisdictions. I mean I'm a server operator based in Germany. I have different rules for hate speech than for example someone based in the USA. How I can and can't phrase certain things. The UK has some different/strict internet laws. And someone from Japan for example has a whole different set of rules for some kinds of posts... It'd be difficult to come up with a central solution which isn't some lowest common denominator. Which probably will be overblocking in this case?

[–] blued_gear@fedia.io 4 points 10 hours ago (1 children)

It'd be difficult to come up with a central solution which isn't some lowest common denominator. Which probably will be overblocking in this case?

It should be lowest common denominator with underblocking; so the intersection of rules, not the union. If one needs more strict blocking, nobody stops them. The court is not supposed to replace instance local moderation, just to augment it to allow more swift central decisions on certain topics.

Also the implementation can allow following more than one court. So for example once for international internet law (really lowest common denominator) and one for German internet law.

[–] hendrik@palaver.p3x.de 5 points 9 hours ago* (last edited 9 hours ago)

Guess we're going for different goals, then.

For me in the role of an instance admin, I'd like some solution which properly cuts down on work that ends up on my plate. I'd rather have something so I can pool resources with other admins. I feel technically, it's not all that different from your suggestion, so I'd just go the extra mile and maybe that'd be something to properly rely on. I mean ultimately one of my main responsibilities is to enforce law and the rest of moderation comes second to that. But I'd also use whatever people have to offer to at least make it a bit easier.

And nobody wants to see all the spam, nor do I want to get nasty pictures in a DM. All that stuff should disappear more swiftly.

[–] INeedMana@piefed.zip 3 points 9 hours ago (1 children)

Just as food for thought, there has also been an idea in the opposite direction - decentralize voting even more

I was going to mention the FAF.

[–] mschae@discuss.mschae23.de 3 points 10 hours ago (2 children)

This is especially problematic as media [...] gets duplicated to every receiving instance.

I'm not sure this is actually the case. The posts certainly do get duplicated to every instance, of course, but the media contained in them are always hosted by the originating instance, as far as I can tell. So once it is deleted from there, no one can access it anymore.

I think it's an interesting idea though. Since you mentioned votes by members of the individual instances, I wonder how you would handle the different sizes of instances. I'm the only user of my instance, for example. I probably wouldn't be able to be judge then, right?

[–] Auster@thebrainbin.org 5 points 9 hours ago

From what I'd seen in the announcements of lemm.ee when it was alive (RIP), one concern by the administrator was if the instance should keep local copies of files for as long as possible, as a timed cache, or link to the original instance. So taking it as an example, the technology for local copies does seem to exist on Lemmy at least.

[–] blued_gear@fedia.io 4 points 9 hours ago

The posts certainly do get duplicated to every instance, of course, but the media contained in them are always hosted by the originating instance, as far as I can tell.

Some software creates thumbnails on the server storage.

I wonder how you would handle the different sizes of instances.

That is a problem to discuss after it is decided if the Fediverse even wants such a service ;)
But I'm aware and one possibility would be to limit the number of electable judges from one instance. The upper limit must be in proportion to their user-count to be somewhat representing. But I think instances with only a handful of users won't ever get seats without the jury being way too big. Or they are so popular that they get enough votes from other instance users.

[–] it_depends_man@lemmy.world 2 points 9 hours ago* (last edited 9 hours ago)

I recently learned about discourses trust levels:

https://blog.discourse.org/2018/06/understanding-discourse-trust-levels/

They're pretty smart.

Overall, my utopian vision for the fediverse is local servers per interest, with members who willingly participate because they value the community, including paying for server costs. These local communities then moderate according to their rules and servers block each other based on preferences.

In that utopian model, spam is not an issue, because the members are locally known, you don't even really get in without some kind of invite or knowing someone.

I would be against some overarching court that has the potential to make decisions I disagree with. The freedom of the internet is precisely in not being governed by something like that. Including communities around "wrong opinions" and "disgusting content".

[–] slazer2au@lemmy.world 3 points 11 hours ago (1 children)

It does sound like a decent idea, just not sure how it will work with the different ideologies of the Lemmy instances.
Things that are banworthy on one instance are not banworthy on another.

[–] Auster@thebrainbin.org 4 points 10 hours ago (1 children)

I think it sounds good only until put in practice.

If 99% is useful but 1% goes against the instance's philosophy, they have to accept this 1%. But if someone involved in picking what is put in this overarching moderation starts pushing this 1% to 2%, 4%, ever more through the Overton Window, it would deteriorate more and more the instances that had to accept the original 1%.

And even without the possibility of intentional sabotage, one rule being applied for every individual instance would still mean instances would need to adapt for the lowest common denominator, meaning a slow end of individuality. And if a small instance is no different than a big one, those bigger ones start canibalizing the userbase of the smaller ones.


What I expect to happen, and that already does to some extent, is to clusters of instances with similar interests to form, and by extension being prone to accept aligning moderation and philosophies with their direct allies.

But that's still mostly a bilateral move, not an one rule to govern them all, so dependence or independence is still tied to individual interests.

[–] blued_gear@fedia.io 2 points 10 hours ago (1 children)

My idea is to limit the scope of the rulings to be limited to very basic laws (like preventing illegal material). Everything outside this scope is still the sole matter of the individual instances. It is like the International Court of Justice, only to judge based on common rules, while not interfering with "local politics" (while it can be used to get consent of all participating instances for other procedures).

When it is visible that judges use their position to apply rules of their home instance to everyone else, they should be voted out.

[–] Auster@thebrainbin.org 2 points 10 hours ago (1 children)

Illegal in one country may not be in another. Like in Brazil, to my knowledge there is not rules against console mods and game dumping, but in Japan console mods are illegal and in the USA dumping Nintendo cartridges. Furthermore, in the Brazilian constitution, one of the opening statements is that "you shall not do or cease to do anything if not in virtue of law".

So in this example, if 3 instances are tied by such an external organization, one for each country, which will be breaking their local laws to allow or not discussion on modding and dumping?

And on judges being voted out, Brazil also works as an example: Ill-intended judges just need to sit quietly enough for long enough until they have a majority, and then they can rule as they please.

[–] lambalicious@lemmy.sdf.org 1 points 4 hours ago

So in this example, if 3 instances are tied by such an external organization, one for each country, which will be breaking their local laws to allow or not discussion on modding and dumping?

By that point they'd be using different instances of the Dredd software, I'd guess, so hopefully this would be avoided

[–] slimes@lemmy.world 2 points 10 hours ago

This is a way for white people to abuse power dynamics and harm marginalized people.

Moderation is a skill and requires experience, more than most moderators have. It's ideally a paid role that people have to compensate them for the difficult work they do.

The mentality that its free or non-skilled work is due to tech companies being terrible role models for morality, worker equity, and justice. You cannot imitate these systems to succeed, they are based in bottomless pits of money that they use to squash human rights violations.

Judges in court systems are ideally well trained and experienced in the law. Its a paid gig and prone to being terribly abused.

When some instance that wants mutual aid posts to disappear gets a "judge" to do this would you tell the disabled person on your instance that they cannot ask their community for help? Where would you tell them to go when the people who make the most impact are cut off? Would they be banned for that? What choices to people harmed by "judges" have when they are targeted unfairly?

The amount of overhead managing moderation on one instance can be difficult, but sifting through decisions made by a bunch of anonymous "judges" sounds like an utterly depraved torture chamber. In the end the choice would be whether the instance agrees with the (unqualified, unvetted, unpaid) "judge's decision" which ultimately brings this back to where we are now.