In another universe, you missed your kid's recital. Your mom's birthday dinner. That anniversary celebration with your person.
In this one, you have ๐๐๐ข.
The AI co-worker that does your computer work so you don't have to choose.
Wrapped our @SeoulNatlUni AIIS x @SimularAI Computer-Use Agents Research Forum in Seoul this morning ๐ฐ๐ท #ICML2026
And a fireside that didn't hold back ๐ฅ thank you @ritacyliao moderated this session with Prof. Jonghyun Choi (SNU), @angli_ai, and @youtubejocoding on what AI
Great memories made in #ICML2026@SimularAI hosted a Computer-Use Agents Researcher Roundtable, gathered a room of researchers publishing at the frontier of CUAs.ย
A warm evening of real research: trajectory-level benchmarks, reward and judge models for RL, uncertainty
From research paper to real product, how do computer-use agents actually get built, evaluated, and put to work?
@SimularAI will be co-hosting a research forum with @SeoulNatlUni 's AI Institute this FRIDAY, giving talks on Agent S3, trust-by-design, and taking agents from
This Friday, here's what you'll walk away with:
๐ง A clear picture of where computer-use agents stand today
๐ The research arc behind Agent S โ S2 โ S3
๐ซก How trust gets engineered into an agent, not bolted on after
๐ป Concrete patterns for taking agents from research into
LAST CALL:ย a couple of speaker slots just opened on tonight's Computer-Use Agents Researcher Roundtable, near COEX.
If you're deep in this space, apply through the Luma link. ๐ฐ๐ท #ICML2026
We are hosting a roundtable on computer-use agents during ICML 2026 week.
๐ป๏ธ Computer-Use Agents Researcher Roundtable
๐ Tuesday, 7 July 2026 ยท from 6 PM (KST)
What to expect:
- Short research presentations + discussion
- Beyond Agent S3ย
- A room of active researchers
i started to unbundle my agents into specialized agents with limited context, each focused only on specialized tasks with a specialized harness. they have agent meetings (e.g. on telegram) to figure out cross-functional tasks.
@SimularAI controls my linkedin from a virtual
Moved to Singapore knowing no one. couldn't remember which uni friends even lived here.
@sai_borg surfaced all of them + wrote all my coffee chat invites
dormant connections reunion tour, activated. Thank you Sai~ โจ
(we're dropping Sai codes over at @sai_borg this week if you
weโre at cap for our ICML fringe events ๐ thank you to everyone who signed up (still working out the final list)
but if you still want to meet the @SimularAI team at @icmlconf, come find us at booth B609. would love to say hi if youโre:
โ a grad researcher after an internship
The Q&A after our CEO @angli_ai's talk at AI Engineer World's Fair in SF ran long. If you've been wondering how computer-use agents actually handle reliability, guardrails, and legacy software, this post has you covered.
1. On stateless vs. stateful programming
The
three months building Sai @sai_borg. here's what actually happened, and three lessons learned the hard way ๐
nothing goes viral on day one. we stared at a flat line for weeks, the first day is not the verdict.
you have to grow a thick skin. people aren't always nice, and as a
Win a Sai code ๐๏ธ
For the next 10 days, we're dropping Sai access codes through @sai_borg.
Every day we pick 20 people with the best answer to that day's theme. Tell us what you actually do alongside your answer to increase your odds.
Winners get a code by DM (single-use, 72h)