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A look at Bluesky's moderation efforts as its growth surges; Bluesky plans to quadruple the size of its contract workforce of content moderators from 25 to 100

www.platformer.news/bluesky- grow... Alex Stamos / @stamos.org : 1) Many underestimate the investment the PRC has put into influencing the US social media sphere.  —  2) The destruction of Trust and Safety at X has made it a playground for PRC actors.  —  3) It's nice to see them whine about BlueSky.  —  4) But there is nothing magical about BlueSky to keep them away. … Aaron Rodericks / @aaron.bsky.team : Here's a conversation between @caseynewton.bsky.social, @jstarr.bsky.social, and myself on Bluesky's surge in users, the challenges of scaling up moderation as we grow, and our collaboration with Thorn on enhancing child safety.  —  www.platformer.news/bluesky- grow... @martinsfp.bsky.social : The challenges of growth:  —  “In all of 2023, Bluesky had two confirmed cases of CSAM posted on the network.  It had eight confirmed cases on Monday alone. ” Max Kennerly / @maxkennerly.bsky.social : lol China's state media is sad about Bluesky because it's not an easy propaganda distribution channel like X (and Facebook)  —  www.semafor.com/article/11/2...  [image] Chris Marsden / @chrismarsden.bsky.social : 'Rodericks hopes the expanded team brings Bluesky's trust& safety team back into equilibrium.  —  “For a 20-person company with no marketing and no revenue to get this many users, we must be doing something right.  Or somebody else must be doing something very wrong.”  —  www.platformer.news/bluesky- grow... Misty K Snow / @mistyksnow.bsky.social : “For a 20-person company with no marketing and no revenue to get this many users, we must be doing something right or somebody else must be doing something very wrong.”  —  Understatement of the year. Matt Navarra / @mattnavarra.com : Bluesky says it will quadruple the size of its moderation team from 25 to 100 people  —  The move comes in response to Bluesky's rapid growth since this month's US presidential election, which triggered a fresh exodus of users away from Elon Musk's X and took the platform past 22 million total users Jay Allen / @jayallenuj.bsky.social : “For a 20-person company with no marketing and no revenue to get this many users, we must be doing something right,” Rodericks said.  “Or somebody else must be doing something very wrong.”  —  Both.  It's both.  —  www.platformer.news/bluesky- grow... Mike Masnick / @mmasnick.bsky.social : I know some folks had been asking about the moderation team size...  [embedded post] David M. Perry / @lollardfish.bsky.social : Good.  They get a good grace period to adapt to the unprecedented growth, but not, you know, forever.  [embedded post] Dan Murphy / @bungdan.bsky.social : Good.  But, also: This stuff costs money and people who give you money want even more money in return and, well, forget it Jake.  I hope to like this site as much as I do now in two years.  But I doubt I will. bsky.app/profile/case...  [embedded post] Casey Newton / @caseynewton.bsky.social : Some news: amid rapid growth and some over-enforcement of its community guidelines, Bluesky trust and safety chief @aaron.bsky.team tells me the company will quadruple the size of its content moderation team www.platformer.news/bluesky- grow...  [image]

Platformer Casey Newton

Context & Ripple Effects

Bluesky’s moderation expansion follows an earlier burst of user growth, including a 500,000-user day after changes at X, and a prior $15 million funding round alongside plans for paid features. The service is trying to build safety capacity as a core operating function rather than an add-on.

The company had already proposed community-led tools such as lists and reply controls in its moderation-tooling plans. But its past policy disputes with Black users also showed that decentralized design does not eliminate pressure for clear, consistently enforced safety rules.

First-order effects

  • Bluesky will increase its contract moderation workforce from 25 to 100, giving its trust-and-safety operation more capacity to process reports and respond to harmful content as the user base grows.
  • The move directs scarce resources at enforcement and child-safety work, including Bluesky’s collaboration with Thorn, at a company described as small and without revenue.

Second-order effects

  • Moderation becomes a practical constraint on Bluesky’s ability to retain users arriving from X: a fast-growing network must demonstrate that its safety response can scale with the audience.
  • Greater reliance on contractors can expand coverage quickly, but it also makes quality control, policy consistency, and escalation processes central to the product experience.

Third-order effects

  • The episode reinforces that user-controlled or decentralized moderation tools complement, rather than replace, centralized enforcement when a social network reaches mass-market scale.
  • If migration from incumbent social platforms continues, trust and safety may increasingly determine whether challengers can convert moments of user dissatisfaction into durable networks.

The trend: Social-network challengers are learning that rapid audience growth turns trust and safety from a design principle into essential operating infrastructure.

Discussion

  • @stamos.org Alex Stamos on bluesky
    @fsmontenegro.bsky.social mentions BlueSky's unique moderation model perhaps being useful, which might be true, although unfortunately 3rd party labelers (rightfully) don't have access to the account metadata that is most useful in finding and clustering professional fake account…
  • @stamos.org Alex Stamos on bluesky
    I do hope that the culture of not engaging and blocking early does help reduce the ability of state actors to build large audiences.  Since their accounts are necessarily pseudo-anonymous they often rely upon sweeping, click-baity behaviour to build followings that hopefully the …
  • @stamos.org Alex Stamos on bluesky
    Promoted posts and artificial reach via purchased badges are really harmful affordances on X that BkueSky lacks, but there is nothing stopping any of the now veteran PRC groups from creating large organic networks from infiltrating.  The BlueSky team needs to start front running …
  • @stamos.org Alex Stamos on bluesky
    From what I have seen, and the excellent Platformer from @caseynewton.bsky.social today, BlueSky is going to need some serious T&S investment and innovation to keep ahead of both prosaic safety problems and the organized state actors looking to build a foothold.  —  www.platforme…
  • @stamos.org Alex Stamos on bluesky
    1) Many underestimate the investment the PRC has put into influencing the US social media sphere.  —  2) The destruction of Trust and Safety at X has made it a playground for PRC actors.  —  3) It's nice to see them whine about BlueSky.  —  4) But there is nothing magical about B…
  • @aaron.bsky.team Aaron Rodericks on bluesky
    Here's a conversation between @caseynewton.bsky.social, @jstarr.bsky.social, and myself on Bluesky's surge in users, the challenges of scaling up moderation as we grow, and our collaboration with Thorn on enhancing child safety.  —  www.platformer.news/bluesky- grow...
  • @martinsfp.bsky.social @martinsfp.bsky.social on bluesky
    The challenges of growth:  —  “In all of 2023, Bluesky had two confirmed cases of CSAM posted on the network.  It had eight confirmed cases on Monday alone. ”
  • @maxkennerly.bsky.social Max Kennerly on bluesky
    lol China's state media is sad about Bluesky because it's not an easy propaganda distribution channel like X (and Facebook)  —  www.semafor.com/article/11/2...  [image]
  • @chrismarsden.bsky.social Chris Marsden on bluesky
    'Rodericks hopes the expanded team brings Bluesky's trust& safety team back into equilibrium.  —  “For a 20-person company with no marketing and no revenue to get this many users, we must be doing something right.  Or somebody else must be doing something very wrong.”  —  www.pla…
  • @mistyksnow.bsky.social Misty K Snow on bluesky
    “For a 20-person company with no marketing and no revenue to get this many users, we must be doing something right or somebody else must be doing something very wrong.”  —  Understatement of the year.
  • @mattnavarra.com Matt Navarra on bluesky
    Bluesky says it will quadruple the size of its moderation team from 25 to 100 people  —  The move comes in response to Bluesky's rapid growth since this month's US presidential election, which triggered a fresh exodus of users away from Elon Musk's X and took the platform past 22…
  • @jayallenuj.bsky.social Jay Allen on bluesky
    “For a 20-person company with no marketing and no revenue to get this many users, we must be doing something right,” Rodericks said.  “Or somebody else must be doing something very wrong.”  —  Both.  It's both.  —  www.platformer.news/bluesky- grow...
  • @mmasnick.bsky.social Mike Masnick on bluesky
    I know some folks had been asking about the moderation team size...  [embedded post]
  • @lollardfish.bsky.social David M. Perry on bluesky
    Good.  They get a good grace period to adapt to the unprecedented growth, but not, you know, forever.  [embedded post]
  • @bungdan.bsky.social Dan Murphy on bluesky
    Good.  But, also: This stuff costs money and people who give you money want even more money in return and, well, forget it Jake.  I hope to like this site as much as I do now in two years.  But I doubt I will. bsky.app/profile/case...  [embedded post]
  • @caseynewton.bsky.social Casey Newton on bluesky
    Some news: amid rapid growth and some over-enforcement of its community guidelines, Bluesky trust and safety chief @aaron.bsky.team tells me the company will quadruple the size of its content moderation team www.platformer.news/bluesky- grow...  [image]