Skip to content
  • Categories
  • Recent
  • Tags
  • Popular
  • World
  • Users
  • Groups
Skins
  • Light
  • Brite
  • Cerulean
  • Cosmo
  • Flatly
  • Journal
  • Litera
  • Lumen
  • Lux
  • Materia
  • Minty
  • Morph
  • Pulse
  • Sandstone
  • Simplex
  • Sketchy
  • Spacelab
  • United
  • Yeti
  • Zephyr
  • Dark
  • Cyborg
  • Darkly
  • Quartz
  • Slate
  • Solar
  • Superhero
  • Vapor

  • Default (Cyborg)
  • No Skin
Collapse
Brand Logo

CIRCLE WITH A DOT

  1. Home
  2. Uncategorized
  3. I would like to give an update on "federation" on Bluesky.

I would like to give an update on "federation" on Bluesky.

Scheduled Pinned Locked Moved Uncategorized
342 Posts 109 Posters 884 Views
  • Oldest to Newest
  • Newest to Oldest
  • Most Votes
Reply
  • Reply as topic
Log in to reply
This topic has been deleted. Only users with topic management privileges can see it.
  • mcc@mastodon.socialM This user is from outside of this forum
    mcc@mastodon.socialM This user is from outside of this forum
    mcc@mastodon.social
    wrote on last edited by
    #1

    I would like to give an update on "federation" on Bluesky.

    My expectation was it was unlikely we'd ever see this happen because "federation" on ATProto means basically reproducing the entirety of the Bluesky software stack. In old Big Data terms, on ActivityPub your instance is a "horizontal shard" of the network; ATProto forces full DB replicas only.

    Still, we're seeing movement on this front, which I'd split into two categories:

    1. Your fault (you reading this)
    2. Aaron Rodericks's fault

    mcc@mastodon.socialM txtechnician@mastodon.socialT timbray@cosocial.caT contrasocial@mastodon.socialC M 11 Replies Last reply
    0
    • mcc@mastodon.socialM mcc@mastodon.social

      I would like to give an update on "federation" on Bluesky.

      My expectation was it was unlikely we'd ever see this happen because "federation" on ATProto means basically reproducing the entirety of the Bluesky software stack. In old Big Data terms, on ActivityPub your instance is a "horizontal shard" of the network; ATProto forces full DB replicas only.

      Still, we're seeing movement on this front, which I'd split into two categories:

      1. Your fault (you reading this)
      2. Aaron Rodericks's fault

      mcc@mastodon.socialM This user is from outside of this forum
      mcc@mastodon.socialM This user is from outside of this forum
      mcc@mastodon.social
      wrote on last edited by
      #2

      The biggest movement on this front has come from the community formerly known as Black Twitter, which now has complete, viable alternative dupes of the whole stack:

      Link Preview Image
      Rudy wants revolution. (@rude1.blacksky.team)

      blacksky.app → pds atproto.africa → relay blacksky.community → app @blackskyweb.xyz → moderation @tektite.cc → migration assembly.blacksky.community → governance blackskyweb.xyz → marketing website rsky.satnav.dev → exported data explorer https://blacksky.community

      favicon

      Blacksky (blacksky.community)

      This makes intuitive sense to me! My first question, looking at ATP, is "why do free dev for this protocol, controlled by one corporation, when Fediverse is right there and is more complete?". But the black dev community, from everything I saw, tried to adopt Fediverse *first* and basically got harassed off.

      mcc@mastodon.socialM nullpotential@fedia.socialN mpjgregoire@cosocial.caM whattheflux@app.wafrn.netW 4 Replies Last reply
      0
      • mcc@mastodon.socialM mcc@mastodon.social

        The biggest movement on this front has come from the community formerly known as Black Twitter, which now has complete, viable alternative dupes of the whole stack:

        Link Preview Image
        Rudy wants revolution. (@rude1.blacksky.team)

        blacksky.app → pds atproto.africa → relay blacksky.community → app @blackskyweb.xyz → moderation @tektite.cc → migration assembly.blacksky.community → governance blackskyweb.xyz → marketing website rsky.satnav.dev → exported data explorer https://blacksky.community

        favicon

        Blacksky (blacksky.community)

        This makes intuitive sense to me! My first question, looking at ATP, is "why do free dev for this protocol, controlled by one corporation, when Fediverse is right there and is more complete?". But the black dev community, from everything I saw, tried to adopt Fediverse *first* and basically got harassed off.

        mcc@mastodon.socialM This user is from outside of this forum
        mcc@mastodon.socialM This user is from outside of this forum
        mcc@mastodon.social
        wrote on last edited by
        #3

        What I saw happen when Black Twitter came to Fediverse is attempts to build community resources— like shared cross-instance blocklist infrastructure— get demonized by white queers as being anti-queer (because they, personally, wound up moderated— due to, as far as I saw, entirely real racism). I saw multiple projects shut down or hobbled by this and good people driven off fedi. I don't know if any devs from that era are involved in the new Bluesky efforts. But the Bluesky efforts *are* thriving.

        mcc@mastodon.socialM groupnebula563@mastodon.socialG maristya@norden.socialM hallvors@oslo.townH 4 Replies Last reply
        0
        • mcc@mastodon.socialM mcc@mastodon.social

          What I saw happen when Black Twitter came to Fediverse is attempts to build community resources— like shared cross-instance blocklist infrastructure— get demonized by white queers as being anti-queer (because they, personally, wound up moderated— due to, as far as I saw, entirely real racism). I saw multiple projects shut down or hobbled by this and good people driven off fedi. I don't know if any devs from that era are involved in the new Bluesky efforts. But the Bluesky efforts *are* thriving.

          mcc@mastodon.socialM This user is from outside of this forum
          mcc@mastodon.socialM This user is from outside of this forum
          mcc@mastodon.social
          wrote on last edited by
          #4

          If you sign up with https://blacksky.community you get:

          - Blacksky's "appview"/web frontend
          - Optionally, Blacksky's PDS
          - Blacksky's moderation layer (and you can optionally enable Bluesky's too)

          Almost-complete independence! What I'm not clear on is to whether, or to what degree Blacksky relies on Bluesky's "relay":

          (EDIT 2: There was an edit here with corrections, but I've removed that because the corrections may have been less correct than the original.)

          Link Preview Image
          mcc@mastodon.socialM swetland@chaos.socialS jdp23@neuromatch.socialJ ahimsa_pdx@disabled.socialA fleeky@prsm.spaceF 5 Replies Last reply
          0
          • mcc@mastodon.socialM mcc@mastodon.social

            If you sign up with https://blacksky.community you get:

            - Blacksky's "appview"/web frontend
            - Optionally, Blacksky's PDS
            - Blacksky's moderation layer (and you can optionally enable Bluesky's too)

            Almost-complete independence! What I'm not clear on is to whether, or to what degree Blacksky relies on Bluesky's "relay":

            (EDIT 2: There was an edit here with corrections, but I've removed that because the corrections may have been less correct than the original.)

            Link Preview Image
            mcc@mastodon.socialM This user is from outside of this forum
            mcc@mastodon.socialM This user is from outside of this forum
            mcc@mastodon.social
            wrote on last edited by
            #5

            Why does the "relay" matter? Well, because although Bluesky's claim is that moderation is "composable" in their system— that you can choose which moderators to follow— moderation decisions made by Bluesky are hard binding on systems they control. Someone blocked by Bluesky is blocked from the Bluesky appview, their content will get removed from the Bluesky PDS if they were using that. The Bluesky relay censors content that violates the data "schema"; I suspect (?) it enforces moderation also.

            mcc@mastodon.socialM res260@infosec.exchangeR boris@cosocial.caB 3 Replies Last reply
            0
            • mcc@mastodon.socialM mcc@mastodon.social

              Why does the "relay" matter? Well, because although Bluesky's claim is that moderation is "composable" in their system— that you can choose which moderators to follow— moderation decisions made by Bluesky are hard binding on systems they control. Someone blocked by Bluesky is blocked from the Bluesky appview, their content will get removed from the Bluesky PDS if they were using that. The Bluesky relay censors content that violates the data "schema"; I suspect (?) it enforces moderation also.

              mcc@mastodon.socialM This user is from outside of this forum
              mcc@mastodon.socialM This user is from outside of this forum
              mcc@mastodon.social
              wrote on last edited by
              #6

              And this is a problem because the Bluesky moderators are *having a time*. This leads us to impetus #2 for Bluesky decentralization: A huge faction on Bluesky is leftist shitposters and trans folks who fled Twitter early under looming threat of censorship by Elon Musk. Bluesky *does not* seem to want this group in their userbase and repeated "odd" moderation decisions have reduced trust in Bluesky among this user community to zero. The death of C‍​harlie K‍​irk has brought this to a breaking point.

              mcc@mastodon.socialM 1 Reply Last reply
              0
              • mcc@mastodon.socialM mcc@mastodon.social

                And this is a problem because the Bluesky moderators are *having a time*. This leads us to impetus #2 for Bluesky decentralization: A huge faction on Bluesky is leftist shitposters and trans folks who fled Twitter early under looming threat of censorship by Elon Musk. Bluesky *does not* seem to want this group in their userbase and repeated "odd" moderation decisions have reduced trust in Bluesky among this user community to zero. The death of C‍​harlie K‍​irk has brought this to a breaking point.

                mcc@mastodon.socialM This user is from outside of this forum
                mcc@mastodon.socialM This user is from outside of this forum
                mcc@mastodon.social
                wrote on last edited by
                #7

                I don't want to talk about C‍​harlie K‍​irk, so I won't. Skipping forward:

                We're now seeing a "Northsky" copy of the ATP stack coming together which seeks to be a Blacksky equivalent for the 2SLGBTQIA+ community. This will probably be viable within the next couple weeks, unless it collapses in toxic queer-community infighting (which may already be beginning).

                So. Three fullstack ATP instances soon. Is Bluesky "decentralized" now? Well, no, not really. Let me run through a Hypothetical Scenario.

                mcc@mastodon.socialM 1 Reply Last reply
                0
                • mcc@mastodon.socialM mcc@mastodon.social

                  I don't want to talk about C‍​harlie K‍​irk, so I won't. Skipping forward:

                  We're now seeing a "Northsky" copy of the ATP stack coming together which seeks to be a Blacksky equivalent for the 2SLGBTQIA+ community. This will probably be viable within the next couple weeks, unless it collapses in toxic queer-community infighting (which may already be beginning).

                  So. Three fullstack ATP instances soon. Is Bluesky "decentralized" now? Well, no, not really. Let me run through a Hypothetical Scenario.

                  mcc@mastodon.socialM This user is from outside of this forum
                  mcc@mastodon.socialM This user is from outside of this forum
                  mcc@mastodon.social
                  wrote on last edited by
                  #8

                  Imagine a hypothetical comic artist, "Gertrude". One day a hypothetical podcaster named "Louis CK" dies, and "Gertrude" posts something rude about this. Bluesky bans her. She's now deleted from the Bluesky PDS, blocked from the Bluesky relay and appview. Say, hypothetically, that virtually everyone agrees this was a bad moderation decision.

                  But Bluesky is decentralized, so we don't have to use the Bluesky PDS, relay, moderation service, or appview! We can Credibly Exit! Right? Right? (1/3)

                  mcc@mastodon.socialM 1 Reply Last reply
                  0
                  • mcc@mastodon.socialM mcc@mastodon.social

                    Imagine a hypothetical comic artist, "Gertrude". One day a hypothetical podcaster named "Louis CK" dies, and "Gertrude" posts something rude about this. Bluesky bans her. She's now deleted from the Bluesky PDS, blocked from the Bluesky relay and appview. Say, hypothetically, that virtually everyone agrees this was a bad moderation decision.

                    But Bluesky is decentralized, so we don't have to use the Bluesky PDS, relay, moderation service, or appview! We can Credibly Exit! Right? Right? (1/3)

                    mcc@mastodon.socialM This user is from outside of this forum
                    mcc@mastodon.socialM This user is from outside of this forum
                    mcc@mastodon.social
                    wrote on last edited by
                    #9

                    I (me, mcc) never trusted Bluesky, so I've been self-hosting my own PDS from the start. I've been happily using blacksky.community for the last month (since Bluesky started gating access to their appview/web frontend on clicking to agree to a new TOS that seemed to me sketchy). Hypothetically, "Gertrude" could do the same. She can join Northsky PDS, make posts through Zeppelin, and Bluesky blocks her but Blacksky just fetches the posts from her PDS for me, and I get to read them.

                    Right? (2/3)

                    mcc@mastodon.socialM fabrice@fosstodon.orgF tylercook@mastodon.gamedev.placeT 3 Replies Last reply
                    0
                    • mcc@mastodon.socialM mcc@mastodon.social

                      I (me, mcc) never trusted Bluesky, so I've been self-hosting my own PDS from the start. I've been happily using blacksky.community for the last month (since Bluesky started gating access to their appview/web frontend on clicking to agree to a new TOS that seemed to me sketchy). Hypothetically, "Gertrude" could do the same. She can join Northsky PDS, make posts through Zeppelin, and Bluesky blocks her but Blacksky just fetches the posts from her PDS for me, and I get to read them.

                      Right? (2/3)

                      mcc@mastodon.socialM This user is from outside of this forum
                      mcc@mastodon.socialM This user is from outside of this forum
                      mcc@mastodon.social
                      wrote on last edited by
                      #10

                      No. Because "Gertrude", in our hypothetical, *won't bother making those posts*. Because the vast, incredible, overwhelming majority of Bluesky users are still on the Bluesky network, and she is excommunicated. She *could* cultivate a group of followers who all use the Northsky infrastructure just so they can see her posts. But she could also cultivate a following on her Patreon. So Hypothetical Gertrude ignores Bluesky, posts to Patreon, and her Patreon posts get *shared* to Bluesky. (3/3)

                      mcc@mastodon.socialM jrose@social.belkadan.comJ lritter@mastodon.gamedev.placeL makeworld@merveilles.townM 4 Replies Last reply
                      0
                      • mcc@mastodon.socialM mcc@mastodon.social

                        No. Because "Gertrude", in our hypothetical, *won't bother making those posts*. Because the vast, incredible, overwhelming majority of Bluesky users are still on the Bluesky network, and she is excommunicated. She *could* cultivate a group of followers who all use the Northsky infrastructure just so they can see her posts. But she could also cultivate a following on her Patreon. So Hypothetical Gertrude ignores Bluesky, posts to Patreon, and her Patreon posts get *shared* to Bluesky. (3/3)

                        mcc@mastodon.socialM This user is from outside of this forum
                        mcc@mastodon.socialM This user is from outside of this forum
                        mcc@mastodon.social
                        wrote on last edited by
                        #11

                        And that's why I say, TLDR:

                        - I am legitimately excited about the work being done by Blacksky Algorithms! I am using their frontend and happy with it.

                        - Northsky is an interesting development to watch

                        - If you're on a Bluesky PDS, I recommend migrating off with one of these tools https://bsky.app/profile/did:plc:ii5jchdzlmcojjw4dqczcgkh/post/3lyt6t6qfa22u

                        - Everything Sucks. A LOT of things would have to change at a social level for *any* entity other than Bluesky to have power or independence in the ATP ecosystem. I still don't trust Bluesky.

                        gbargoud@masto.nycG alter_kaker@hachyderm.ioA gizmomathboy@mastodon.xyzG aeva@mastodon.gamedev.placeA mcc@mastodon.socialM 9 Replies Last reply
                        0
                        • mcc@mastodon.socialM mcc@mastodon.social

                          And that's why I say, TLDR:

                          - I am legitimately excited about the work being done by Blacksky Algorithms! I am using their frontend and happy with it.

                          - Northsky is an interesting development to watch

                          - If you're on a Bluesky PDS, I recommend migrating off with one of these tools https://bsky.app/profile/did:plc:ii5jchdzlmcojjw4dqczcgkh/post/3lyt6t6qfa22u

                          - Everything Sucks. A LOT of things would have to change at a social level for *any* entity other than Bluesky to have power or independence in the ATP ecosystem. I still don't trust Bluesky.

                          gbargoud@masto.nycG This user is from outside of this forum
                          gbargoud@masto.nycG This user is from outside of this forum
                          gbargoud@masto.nyc
                          wrote on last edited by
                          #12

                          @mcc

                          May be a stupid question but I don't know enough about ATProto, ActivityPub or Bluesky infrastructure to be sure

                          Would it be possible for one of those systems that is forking Bluesky to make it so they use both ATProto and ActivityPub streams so they can be on here without a bridge?

                          mcc@mastodon.socialM lottievixen@toot.catL javascript@app.wafrn.netJ 3 Replies Last reply
                          0
                          • gbargoud@masto.nycG gbargoud@masto.nyc

                            @mcc

                            May be a stupid question but I don't know enough about ATProto, ActivityPub or Bluesky infrastructure to be sure

                            Would it be possible for one of those systems that is forking Bluesky to make it so they use both ATProto and ActivityPub streams so they can be on here without a bridge?

                            mcc@mastodon.socialM This user is from outside of this forum
                            mcc@mastodon.socialM This user is from outside of this forum
                            mcc@mastodon.social
                            wrote on last edited by
                            #13

                            @gbargoud Sure. You could do that. I'm aware of a patch to the PDS (backend) software that allows it to flat out publish via ActivityPub. I haven't seen a *frontend* that merges the streams yet though.

                            There's also the problem that you can't reeeallly monitor *just part* of the Bluesky network. To follow part of it you're supposed to drink the entire firehose and filter out the parts you care about.

                            gbargoud@masto.nycG swetland@chaos.socialS liaizon@social.wake.stL emmatebibyte@app.wafrn.netE 4 Replies Last reply
                            0
                            • mcc@mastodon.socialM mcc@mastodon.social

                              And that's why I say, TLDR:

                              - I am legitimately excited about the work being done by Blacksky Algorithms! I am using their frontend and happy with it.

                              - Northsky is an interesting development to watch

                              - If you're on a Bluesky PDS, I recommend migrating off with one of these tools https://bsky.app/profile/did:plc:ii5jchdzlmcojjw4dqczcgkh/post/3lyt6t6qfa22u

                              - Everything Sucks. A LOT of things would have to change at a social level for *any* entity other than Bluesky to have power or independence in the ATP ecosystem. I still don't trust Bluesky.

                              alter_kaker@hachyderm.ioA This user is from outside of this forum
                              alter_kaker@hachyderm.ioA This user is from outside of this forum
                              alter_kaker@hachyderm.io
                              wrote on last edited by
                              #14

                              @mcc I'm curious, but I haven't had any time to look into this, so if you know off the top of your head, cost aside, how much work/knowledge does it take to stand up the whole stack at this point? Does Blacksky, for example, or Northsky, have their software available and documented? I think that it would be fun to try to try, but I have limited time and this isn't really my specialization.

                              mcc@mastodon.socialM E 2 Replies Last reply
                              0
                              • mcc@mastodon.socialM mcc@mastodon.social

                                And that's why I say, TLDR:

                                - I am legitimately excited about the work being done by Blacksky Algorithms! I am using their frontend and happy with it.

                                - Northsky is an interesting development to watch

                                - If you're on a Bluesky PDS, I recommend migrating off with one of these tools https://bsky.app/profile/did:plc:ii5jchdzlmcojjw4dqczcgkh/post/3lyt6t6qfa22u

                                - Everything Sucks. A LOT of things would have to change at a social level for *any* entity other than Bluesky to have power or independence in the ATP ecosystem. I still don't trust Bluesky.

                                gizmomathboy@mastodon.xyzG This user is from outside of this forum
                                gizmomathboy@mastodon.xyzG This user is from outside of this forum
                                gizmomathboy@mastodon.xyz
                                wrote on last edited by
                                #15

                                @mcc thanks for this awesome thread

                                I wasn't interested in bluesky because it felt like just a bad knockoff of bad Twitter.

                                Blacksky seems like something I would be interested in using

                                1 Reply Last reply
                                0
                                • mcc@mastodon.socialM mcc@mastodon.social

                                  @gbargoud Sure. You could do that. I'm aware of a patch to the PDS (backend) software that allows it to flat out publish via ActivityPub. I haven't seen a *frontend* that merges the streams yet though.

                                  There's also the problem that you can't reeeallly monitor *just part* of the Bluesky network. To follow part of it you're supposed to drink the entire firehose and filter out the parts you care about.

                                  gbargoud@masto.nycG This user is from outside of this forum
                                  gbargoud@masto.nycG This user is from outside of this forum
                                  gbargoud@masto.nyc
                                  wrote on last edited by
                                  #16

                                  @mcc

                                  So what I understand from this is that it would be relatively possible for BlackSky or NorthSky to add ActivityPub as a secondary protocol in ways that would likely be unfeasible to do the other way (ActivityPub instance using ATProto as a secondary protocol)

                                  gbargoud@masto.nycG trwnh@mastodon.socialT baralheia@dragonchat.orgB 3 Replies Last reply
                                  0
                                  • mcc@mastodon.socialM mcc@mastodon.social

                                    What I saw happen when Black Twitter came to Fediverse is attempts to build community resources— like shared cross-instance blocklist infrastructure— get demonized by white queers as being anti-queer (because they, personally, wound up moderated— due to, as far as I saw, entirely real racism). I saw multiple projects shut down or hobbled by this and good people driven off fedi. I don't know if any devs from that era are involved in the new Bluesky efforts. But the Bluesky efforts *are* thriving.

                                    groupnebula563@mastodon.socialG This user is from outside of this forum
                                    groupnebula563@mastodon.socialG This user is from outside of this forum
                                    groupnebula563@mastodon.social
                                    wrote on last edited by
                                    #17

                                    @mcc it really is a shame that there was all that racism happening. I've been seeing less and less of it, and hopefully it gets taken care of altogether soon so everyone (except bigots, they can fuck right off) feels welcome on fedi

                                    jef@mastodon.socialJ 1 Reply Last reply
                                    0
                                    • gbargoud@masto.nycG gbargoud@masto.nyc

                                      @mcc

                                      So what I understand from this is that it would be relatively possible for BlackSky or NorthSky to add ActivityPub as a secondary protocol in ways that would likely be unfeasible to do the other way (ActivityPub instance using ATProto as a secondary protocol)

                                      gbargoud@masto.nycG This user is from outside of this forum
                                      gbargoud@masto.nycG This user is from outside of this forum
                                      gbargoud@masto.nyc
                                      wrote on last edited by
                                      #18

                                      @mcc

                                      (Avoiding describing anything as easy for what should be obvious reasons)

                                      1 Reply Last reply
                                      0
                                      • mcc@mastodon.socialM mcc@mastodon.social

                                        No. Because "Gertrude", in our hypothetical, *won't bother making those posts*. Because the vast, incredible, overwhelming majority of Bluesky users are still on the Bluesky network, and she is excommunicated. She *could* cultivate a group of followers who all use the Northsky infrastructure just so they can see her posts. But she could also cultivate a following on her Patreon. So Hypothetical Gertrude ignores Bluesky, posts to Patreon, and her Patreon posts get *shared* to Bluesky. (3/3)

                                        jrose@social.belkadan.comJ This user is from outside of this forum
                                        jrose@social.belkadan.comJ This user is from outside of this forum
                                        jrose@social.belkadan.com
                                        wrote on last edited by
                                        #19

                                        @mcc For my own understanding: while the server architecture is different, the same thing could happen on the Fediverse, right? (Except portability is worse.) The only thing saving it is that mastodon.social is only the plurality of users, maybe a majority, but not the overwhelming majority?

                                        mcc@mastodon.socialM ikuturso@mastodon.socialI 2 Replies Last reply
                                        0
                                        • mcc@mastodon.socialM mcc@mastodon.social

                                          If you sign up with https://blacksky.community you get:

                                          - Blacksky's "appview"/web frontend
                                          - Optionally, Blacksky's PDS
                                          - Blacksky's moderation layer (and you can optionally enable Bluesky's too)

                                          Almost-complete independence! What I'm not clear on is to whether, or to what degree Blacksky relies on Bluesky's "relay":

                                          (EDIT 2: There was an edit here with corrections, but I've removed that because the corrections may have been less correct than the original.)

                                          Link Preview Image
                                          swetland@chaos.socialS This user is from outside of this forum
                                          swetland@chaos.socialS This user is from outside of this forum
                                          swetland@chaos.social
                                          wrote on last edited by
                                          #20

                                          @mcc Oh that is interesting. If they are (or are soon to be) operating their own relay, things are definitely further along than I thought as far as actual bsky federation (instead of just handwaving the bsky team does whenever anyone grumbles about their screwy moderation policies or whatnot) goes.

                                          1 Reply Last reply
                                          0
                                          Reply
                                          • Reply as topic
                                          Log in to reply
                                          • Oldest to Newest
                                          • Newest to Oldest
                                          • Most Votes


                                          • Login

                                          • Login or register to search.
                                          • First post
                                            Last post
                                          0
                                          • Categories
                                          • Recent
                                          • Tags
                                          • Popular
                                          • World
                                          • Users
                                          • Groups