UCSB AI

@UCSB_AI

AI Group @ucsantabarbara. Profs. @xwang_lk, @YuhengBu, Xifeng Yan, @WilliamWangNLP, @CodeTerminator. Account run by Student Social Committee.

Santa Barbara, CA

nlp.cs.ucsb.edu

Joined July 2021

639 Following

2,471 Followers

Replies Reposts Media

UCSB AI
@UCSB_AI
Oct 11
🌍🔎 Can AI agents find bugs in 3D worlds by exploring them? Introducing WorldAuditBench, a new benchmark for evaluating whether AI agents can explore interactive 3D environments, discover hidden bugs, and reason about what went wrong. 🚀 🌐 Project: ucsb-nlp-chang.github.io/WorldAuditBenc…
Ziyan Jiang
@Ernestzyj
Oct 2
How well can AI agents find bugs in virtual 3D worlds? 🔍 Introducing WorldAuditBench, a benchmark for auditing interactive 3D worlds with static and interactive anomalies, such as invisible walls, floating chairs, and objects inconsistent with the surrounding scene. Across 213
3
UCSB AI
@UCSB_AI
Oct 11
Happy to see GEA on this list! Looking forward to more exciting work from the team! 🚀
Anshuman Lall @ NeurIPS 2026
@anshuman1
Oct 11
The top 5 #COLM2026 papers with visual explainers or videos, ranked by community likes: 1. Capability provenance: tracing which Dolma3 tokens taught OLMo3-7B each skill, using gradient-based data attribution. @GlennMatlin x.com/GlennMatlin/st… 2. GEA: agents that evolve as a
Quote
Glenn Matlin
@GlennMatlin
Aug 30
🤔Where in trillions of pre-training tokens do capabilities actually come from? 💥In our new COLM 2026 paper, we trace the capability provenance of OLMo3-7B across Dolma3 using gradient-based training data attribution 🧵 Paper: arxiv.org/abs/2606.19625 Code:
UCSB AI
@UCSB_AI
Oct 10
🎉 Outstanding Paper Award! @WengZhaoti39773 @xwang_lk Proud to share that “Group-Evolving Agents” received the 𝐎𝐮𝐭𝐬𝐭𝐚𝐧𝐝𝐢𝐧𝐠 𝐏𝐚𝐩𝐞𝐫 𝐀𝐰𝐚𝐫𝐝 at the Lifelong Agents Workshop @ #COLM2026 🏆 Worth all the hard work, and well deserved! Can’t wait to see what’s next!
Zhaotian Weng
@WengZhaoti39773
Oct 10
🏆 Honored that Group-Evolving Agents won the Outstanding Paper Award at the Lifelong Agents Workshop @ #COLM2026! Agents that evolve as a group, sharing experience, keep improving open-endedly 🧬🤖 Grateful to my wonderful coauthors and @xwang_lk ! Had a great time at
UCSB AI
@UCSB_AI
Oct 10
🌟 Congrats to @AlfonAmayuelas and @xwang_lk! UCSB’s paper Sampling Is Not Curiosity: Why LLM Agents Should Investigate has been selected as a 𝐒𝐩𝐨𝐭𝐥𝐢𝐠𝐡𝐭 at NeurIPS 2026 ✨ Solid work, and looking forward to seeing more from the team!
Alfonso Amayuelas
@AlfonAmayuelas
Oct 8
We got a Spotlight Position Paper at NeurIPS 2026! What a week full of events. And I got to author this paper with some of the best minds in AI. The paper will be available at the end of this month! Stay tuned
Quote
Xin Eric Wang
@xwang_lk
Oct 8
𝐍𝐞𝐮𝐫𝐈𝐏𝐒 2026 𝐒𝐩𝐨𝐭𝐥𝐢𝐠𝐡𝐭! Huge congrats to @AlfonAmayuelas on our position paper "Sampling Is Not Curiosity: Why LLM Agents Should Investigate" being selected as 𝐨𝐧𝐞 𝐨𝐟 𝐭𝐡𝐞 𝐨𝐧𝐥𝐲 11 𝐩𝐚𝐩𝐞𝐫𝐬 𝐚𝐬 𝐒𝐩𝐨𝐭𝐥𝐢𝐠𝐡𝐭! Paper coming soon!
UCSB AI
@UCSB_AI
Oct 8
UCSB has a large presence at COLM! Here’s our lab photo. Probably the coolest lab in the conference. Go talk to our researchers
Alon Albalak and 5 others
1