During ICML Seoul, we co-hosted a private AI happy hour with Ubiquant Partners. We brought together researchers, quant investors, builders, and friends from across the AI and quantitative finance communities for an evening of sharp conversations, new connections, and a surprisingly fun self-introduction session. Our Chief Scientist @trorooro also shared the latest research direction from Donut Labs: from safe AI systems and point-in-time evaluation to profit-driven and service-driven agents for real-time trading. A high-signal room with great energy. Thank you to everyone who joined us for the evening.

Attending #ICML2024#. Will be presenting our Spotlight Poster: “LLM Maybe LongLM: SelfExtend LLM Context Window Without Tuning” on Tue 23 Jul 1:30 p.m. CEST — 3 p.m. CEST at Hall C 4-9 #806# and our Poster: “KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache” on Tue 23 Jul 1:30 p.m. CEST — 3 p.m. CEST at: Hall C 4-9 #812# Come across to the poster if you are interested in Long context, Efficiency or new architecture for LLMs! 🌟 Or DM me for a coffee chat anytime for in-depth discussions!😌

This morning at ICML 2026, I'll be speaking at the Workshop on Decision-Making from Offline Datasets. Come to ASEM Ballroom 203 at 8:15 am KST! I'll talk about foundations of data-driven decision making, from design via model-based optimization to offline RL

Check out our #ICML# 2026 workshop, AI as a Tool for Mathematics, Computer Science, and Machine Learning! Happening now in the Auditorium at COEX Drop by anytime during the day if you are around, or follow online. Exciting kickoff talk by Sergei Gukov!

Presenting today at ICML 2026 🇰🇷 Exploration Hacking: Can LLMs Learn to Resist RL Training? 10:30–12:15 KST Hall A, Poster #3101# Come by to chat about AI safety, exploration hacking, RL training dynamics, reward hacking, scheming, or capability elicitation.

I'll be at ICML July 7th-10th, hit me up if you want to chat about continual learning, AI policy, etc! I’m giving an invited talk on evaluating continual learning at the CATS workshop on July 10th at 8AM KST and @aczhu1326 and I are presenting a poster on Advisor Models on July 8th at 10:30AM KST (Hall A #2107#).