Juliet Shen

a car just swerved to high five us on the street and I thought I was going to die

GO KNICKS

seeing this across so many subreddits, this is AMAZING organizing

great time to show off my new ranked choice sticker

crisis averted

smoked brisket poutine baby

I'm cleaning up random untitled google docs and keep finding things like this for when I try to communicate w my partner while they're on a call

this is honestly THE best write up of how CSAM detection and perceptual handing works. the visual aids are very helpful in understanding how content is transformed and how detection methods work

mahmoud-salem.net/the-invisibl...

How Do You Find an Illegal Image Without Looking at It?

61.8 million files of suspected child abuse were reported in 2025 alone. This is how machines detect them at internet scale — without any human ever seeing the content.

I'm staying right next to Pacific Spirit Park and I've been spending any free moments between conference sessions doing forest walks

Mau Mau would be very upset if she knew I was posting this but also LOOK AT THIS CAT

thank you everyone for coming out to dinner! something that started as "let's make a reservation for 3, I'm sure someone else will show up" turned into more than 20 ATproto explorers hanging out. An awesome start to @atmosphereconf.org !

i think im gonna log off, eat a hot dog and go dancing

it's been a while since maumau said hi

my cat is having surgery today pls send good thoughts

production-grade tools for online safety CAN be built in the public, and CAN be collaboratively developed by engineers across different organizations.

We're proud to announce Osprey and so grateful to all the contributors who made this possible!

Release notes here: github.com/roostorg/osp...

ROOST @roost.tools

Meet Osprey V1.0, a new open source online safety tool designed to help platforms investigate and address their priority threats at scale, without sacrificing data privacy or performance. roost.tools/blog/introdu...

Introducing Osprey V1.0: Open Source Infrastructure for Real-Time Abuse Mitigation

Robust Open Online Safety Tools or ROOST is a new non-profit entity designed to address the urgent need for accessible, high-quality safety tools in the rapidly evolving digital landscape.

this is what I fear if it's reinstated

AT protocol x @404media.co ft @bnewbold.net @knowtheory.net @chronotope.aramzs.xyz

May your pots be forever hot and your broth endlessly flavorful this holiday season

Open sourcing Osprey was an adventure! @discord.com is now powered by the open source community version of Osprey. Read about how Osprey works and what makes a rules engine for fighting abuse powerful:

discord.com/blog/osprey-...

Osprey: Open Sourcing our Rule Engine

Discord uses Osprey to quickly detect and remove new types of harm from putting our customers at risk. Now we’re open-sourcing this tool so others can do the same.

attempting to go home after a trip out west and our pilot is racing the snow storm

"we'll get you to the east coast, hopefully NJ, but uh we'll see"

@jcsalterego.bsky.social has shown up in like 4+ talks i've been in TODAY

Reply to @julietshen.bsky.social

two amazing back to back images in @scoiattolo.mountainherder.xyz presentation

@jcsalterego.bsky.social

rocking the tools blazer and @roost.tools shirt at UN Open Source week today!

me: gets access to attie.ai
me: immediately starts trying to break/probe the safety guardrails

10 years ago this guy I had a crush on at work asked me out for a date in front of this office

karma wifi 4ever 🧡

we made it to Richmond! #atmosphereconf