Jia ▫️
@jiajiah.bsky.social
Exploring Future of Work @Pareto.ai
Swims and Dives
Swims and Dives
Reposted by Jia ▫️
How and when should LLM guardrails be deployed to balance safety and user experience?
Our #EMNLP2025 paper reveals that crafting thoughtful refusals rather than detecting intent is the key to human-centered AI safety.
📄 arxiv.org/abs/2506.00195
🧵[1/9]
Our #EMNLP2025 paper reveals that crafting thoughtful refusals rather than detecting intent is the key to human-centered AI safety.
📄 arxiv.org/abs/2506.00195
🧵[1/9]
October 20, 2025 at 8:04 PM
How and when should LLM guardrails be deployed to balance safety and user experience?
Our #EMNLP2025 paper reveals that crafting thoughtful refusals rather than detecting intent is the key to human-centered AI safety.
📄 arxiv.org/abs/2506.00195
🧵[1/9]
Our #EMNLP2025 paper reveals that crafting thoughtful refusals rather than detecting intent is the key to human-centered AI safety.
📄 arxiv.org/abs/2506.00195
🧵[1/9]
Reposted by Jia ▫️
[9/9] Big THANKS to my amazing collaborators @jiajiah.bsky.social @pigeonzow.bsky.social Motahhare Eslami, Jena Hwang @faebrahman.bsky.social, @carolynrose.bsky.social @maartensap.bsky.social from @ltiatcmu.bsky.social
Pareto.ai @sfu.ca @ai2.bsky.social ♥️
📂 github.com/EEElisa/LLM-Guardrails
Pareto.ai @sfu.ca @ai2.bsky.social ♥️
📂 github.com/EEElisa/LLM-Guardrails
GitHub - EEElisa/LLM-Guardrails
Contribute to EEElisa/LLM-Guardrails development by creating an account on GitHub.
github.com
October 20, 2025 at 8:04 PM
[9/9] Big THANKS to my amazing collaborators @jiajiah.bsky.social @pigeonzow.bsky.social Motahhare Eslami, Jena Hwang @faebrahman.bsky.social, @carolynrose.bsky.social @maartensap.bsky.social from @ltiatcmu.bsky.social
Pareto.ai @sfu.ca @ai2.bsky.social ♥️
📂 github.com/EEElisa/LLM-Guardrails
Pareto.ai @sfu.ca @ai2.bsky.social ♥️
📂 github.com/EEElisa/LLM-Guardrails
Some life updates here: got a car, managed to escape grad school, working on expert data curation and future of work these days, had a new cat, moved back to SF, finally feels alive now.
June 2, 2025 at 2:13 AM
Some life updates here: got a car, managed to escape grad school, working on expert data curation and future of work these days, had a new cat, moved back to SF, finally feels alive now.
Reposted by Jia ▫️
Ok, guys I cleared out the fridge and I… OH NO
May 19, 2023 at 1:06 AM
Ok, guys I cleared out the fridge and I… OH NO
Vibe > existing follower count in getting new followers
May 5, 2023 at 8:50 PM
Vibe > existing follower count in getting new followers
People tweeting vs people skeeting
May 5, 2023 at 8:37 PM
People tweeting vs people skeeting
From what I’ve see, most proposed LLM based tool is really just as a proof of concept. If all the “moderation tool” do is to prompt the GPT to produce a formatted JSON file, there’s no way to tune and no barriers of entry.
Hey, @caseynewton.bsky.social, I talk to a lot of #trustandsafety people who are sure that #largelanguagemodels based AIs will "soon" be ready for content moderation at scale.
Sound right to you?
#askingforafriend
Sound right to you?
#askingforafriend
May 5, 2023 at 4:27 PM
From what I’ve see, most proposed LLM based tool is really just as a proof of concept. If all the “moderation tool” do is to prompt the GPT to produce a formatted JSON file, there’s no way to tune and no barriers of entry.
Reposted by Jia ▫️
Repost as reminder 👀
Presenting an exploration of Bluesky's network. Going to go over the community structure, evolution of the network, top accounts, etc.
First, here is the high-level community structure with some labels. Hi res w/ zoom here: https://www.easyzoom.com/imageaccess/884cb1c001cd48e79aca92232bd24a04
First, here is the high-level community structure with some labels. Hi res w/ zoom here: https://www.easyzoom.com/imageaccess/884cb1c001cd48e79aca92232bd24a04
May 4, 2023 at 4:54 AM
Repost as reminder 👀
The memes are too good
May 4, 2023 at 4:51 AM
The memes are too good
The eternal September is pretty awesome after all.
May 4, 2023 at 4:42 AM
The eternal September is pretty awesome after all.
Bsky post giving out jazzing vibe ❤️
May 4, 2023 at 4:35 AM
Bsky post giving out jazzing vibe ❤️
Reposted by Jia ▫️
Can confirm.
May 4, 2023 at 1:35 AM
Can confirm.
Must! Share! Capybaras!
May 4, 2023 at 4:29 AM
Must! Share! Capybaras!
This too, shall pass 🧘
May 4, 2023 at 4:26 AM
This too, shall pass 🧘
My daily reminder of Crazy people posts, but most people are neither crazy nor post.
it’s important for y’all to realize that this app is wild right now because all of you are posters. you’re probably not meant to meet each other in the wild without a cushioning biome of lurkers around
May 4, 2023 at 4:18 AM
My daily reminder of Crazy people posts, but most people are neither crazy nor post.
Reposted by Jia ▫️
it’s important for y’all to realize that this app is wild right now because all of you are posters. you’re probably not meant to meet each other in the wild without a cushioning biome of lurkers around
May 3, 2023 at 6:20 AM
it’s important for y’all to realize that this app is wild right now because all of you are posters. you’re probably not meant to meet each other in the wild without a cushioning biome of lurkers around
[1/] My immediate world has been crazy lately, centralized and decentralized social media, generative AI, political ideology getting extreme. Making sense of those madness makes me feel vulnerable and disoriented.
May 4, 2023 at 3:51 AM
[1/] My immediate world has been crazy lately, centralized and decentralized social media, generative AI, political ideology getting extreme. Making sense of those madness makes me feel vulnerable and disoriented.
This is awesome 😎
The source code that builds the graph from the Firehose of all posts on BSky is available here: https://github.com/ericvolp12/bsky-experiments
The code that turns the graph data into the Atlas visualization at https://bsky.jazco.dev is available here: https://github.com/ericvolp12/bsky-graph
The code that turns the graph data into the Atlas visualization at https://bsky.jazco.dev is available here: https://github.com/ericvolp12/bsky-graph
github.com
May 2, 2023 at 9:59 PM
This is awesome 😎
Professor @nc2y.bsky.social is here!!
April 29, 2023 at 3:39 AM
Professor @nc2y.bsky.social is here!!
Invited bunch of CMU friends to bsky!
April 29, 2023 at 1:51 AM
Invited bunch of CMU friends to bsky!
Reposted by Jia ▫️
Bluesky SF Meetup #2 happening next Wed (5/3) at the SF Commons. @emily.bsky.team and I will be there to hangout, answer q's, handout invites, etc. Pls RSVP 💙🦋: https://lu.ma/54jtbp4n
April 27, 2023 at 2:10 AM
Bluesky SF Meetup #2 happening next Wed (5/3) at the SF Commons. @emily.bsky.team and I will be there to hangout, answer q's, handout invites, etc. Pls RSVP 💙🦋: https://lu.ma/54jtbp4n