#AutoLabeling
DomAda-FruitDet enables cross-species auto-labeling via domain-adaptive anchor-free detection, achieving 88-94% average precision for apples, tomatoes, pitaya, and mangoes. #FruitDetection #AutoLabeling #agtech Details: doi.org/10.34133/pla...
November 10, 2026 at 2:39 PM
@aaron.bsky.team you may recall this recent conversation

i knew this incorrect autolabeling was gonna get someone bitten at some point. this fucking sucks.
the problem is that we frequently self-label media as "graphic media" but then the automation applies "self-harm" when it isn't, and appeals do nothing. i've encountered this several times as one of the more prolific graphic content posters.
October 30, 2026 at 3:48 AM
@aaron.bsky.team you may recall this recent conversation

i knew this incorrect autolabeling was gonna get someone bitten at some point. this fucking sucks.
the problem is that we frequently self-label media as "graphic media" but then the automation applies "self-harm" when it isn't, and appeals do nothing. i've encountered this several times as one of the more prolific graphic content posters.
October 30, 2026 at 3:48 AM
oh yeah ive noticed some accounts you just dont get any notifications for unless you follow them
i imagine it has to do with bluesky autolabeling their accounts as like nsfw or spam
October 29, 2026 at 8:59 AM
Apparently, a Greek classical figure with an exposed breast counts as adult content. A bit over-done, IMO, on the autolabeling.
October 27, 2026 at 1:14 PM
jeez this content autolabeling is getting ridiculous lmao
October 10, 2026 at 1:57 PM
I heard something about that before, yeah. But I think it's mostly Instagram that keeps autolabeling everything as AI when it obviously is not and it catches Canva a lot
September 22, 2026 at 9:05 PM
I would argue that 1: people who will do this to you can also just do it under one of your post or email and such if you list it for comm reason. 2: depending on your moderation setting, those photos wouldn't "flashbang" you immediately since the moderation system here are good at autolabeling stuff
September 21, 2026 at 1:16 AM
Aaaaand finally: the next one is the rarely-seen Hate It When After Dark installment. It’s probably technically SFW but I’m giving it this little warning skeet upstream just in case (and I suppose to alert people that Bluesky might be autolabeling and hiding it)
September 5, 2026 at 6:53 PM
mods banning palestinians trying to feed their children. mods removing or autolabeling any photographic or video reporting of crimes committed. etc etc
August 21, 2026 at 11:08 PM
i aint gonna even bother labeling my shit anymore bc bsky's autolabeling fucks w it 90% of the time and gets it wrong
January 15, 2026 at 9:22 AM
oh yeah i forgot there's all those moderation filters that you gotta turn off to make the site work because automoderation and autolabeling are poorly done
June 22, 2026 at 8:21 AM
the autolabeling seems to be really great on this platform
It even labels some people as intolerant
Really great moderation so far
December 21, 2024 at 1:12 AM
HI DRI
People can customize the level of nsfw they want to see on their timelines,so as long as you label the post correctly, youre good.
(there is also autolabeling, as accurate as any automation, so)
April 10, 2024 at 4:57 PM
Bsky can you stop autolabeling stuff instantly, thanks
July 12, 2025 at 9:45 PM
The script that runs our autolabeling service is on GitHub:
GitHub - baatl/baatl-autolabeler: Automatic labeling for the Bad Accessibility / Alt Text Labeler service
Automatic labeling for the Bad Accessibility / Alt Text Labeler service - baatl/baatl-autolabeler
github.com
March 21, 2024 at 10:43 AM
A good reminder to do it but also, even when you tag your stuff and it applies either something that is more restrictive (or less) because of their shitty autolabeling stuff 🫠

Won't change that people still need to label tho.
March 8, 2026 at 1:09 PM
About autolabeling: technically correct! The best kind of correct!

(Lah'nari got slapped with "Suggestive" on top of the "nudity" label that I put on her myself. And. I mean. Technically she's not naked, it's just that her clothes are currently unable to actually hide anything!)
April 5, 2026 at 9:34 PM
(autolabeling is still funny. Yep, Taakari just standing there naked is explicit, mere 'nudity' is not enough! Old troll so hot, his very existence is a sexual act!

...though considering the fact that he gay, by certain shitty standards yeah, I guess it is.)
February 20, 2026 at 1:13 PM
...Fascinating.

One of the rare times autolabeling doesn't try to claim that my drawing of a penis is only suggestive... And it's literally the least erect one I've ever drawn.

Did I discover the automod's flaccid dick fetish by accident?
September 18, 2025 at 3:56 PM
(autolabeling here still funny. Yes, three earrings, two strings of beads, and three tuskbands absolutely count as clothing. Therefore Marhhaiji is only suggestive. No nudity. Don't worry, he's wearing)
September 15, 2025 at 3:15 PM
Autolabeling strikes again! Who did the bot find too sexy, tho, Jarrok, or the little red riding goat I was previewing?
June 22, 2025 at 2:06 PM
do it. no gods no masters no separate AD accounts. the autolabeling here is pretty good and self-labeling NSFW is coming soon. it'll probably catch gock if you're worried about that
August 9, 2023 at 9:20 PM
Kinda think these are also just case by case, because whatever AI detector they use for autolabeling is just a beep boop crossreferencing its training dataset

Doubly so because a certain part of posters here just seem bent to try and skirt the line rather than just label their posts
April 1, 2026 at 8:53 AM