🆕 Presenting:
The 2025 AI Engineering Reading List
latent.space/p/2025-papers
1 paper/blog/model family per week for every week of 2025, for you to run paper clubs or binge over the break.
Our new AI paper reveals surprising geometric structure in the LLM-learned concepts: 1) They form brain-like "lobes", 2) they form "semantic crystals" much more precise than it first seems, and 3) the concept cloud is more fractal than round:
Our new AI paper reveals surprising geometric structure in the LLM-learned concepts: 1) They form brain-like "lobes", 2) they form "semantic crystals" much more precise than it first seems, and 3) the concept cloud is more fractal than round:
My vision for the ultimate AGI interface is a blank canvas. The one that evolves, self-morphs over time with human preferences and invents novel ways of interacting with humans, redefining our relationship with AI technology and the entire Internet.
But here are some of the…
🔗 Thoughts on Research Impact in AI.
Grad students often ask: how do I do research that makes a difference in the current, crowded AI space?
This is a blogpost that summarizes my perspective in six guidelines for making research impact via open-source artifacts. Link below.
I really enjoyed @sewon__min 's talk this spring: interesting technically + coherent connection to long-term challenges. It's accessible and worth watching if you are interested in RAG + retrieval with LLMs.
Here's a version (with her permission):
youtube.com/watch?v=DIwzr0…
🔍 New Preprint! Why do LLMs generate hallucinations even when trained on all truths? 🤔 Check out our paper [arxiv.org/abs/2407.08039]
💡 We find that universally, data imbalance causes LLMs to over-generalize popular knowledge and produce amalgamated hallucinations.
📊…
Are Vision and Language Models Colorblind?
Here at Chatbot Arena we do high-impact research, but sometimes you gotta have fun, ya know? Sometimes you have to waste a few hours of your life testing VQA models for color blindness. Enjoy.
TL;DR plot of model responses per image
💬🤖 In Vision-and-Language Navigation (VLN), tons of new methods are fueled by the breakthroughs of LLMs and VLMs, and new challenges are popping up. We've put together a systematic survey of trends and future directions to catch you up :)
arxiv.org/abs/2407.07035@zhan1624…
🎉Exciting news in Multimodal LLMs!
We're excited to see that 𝐈𝐧𝐭𝐞𝐫𝐧𝐕𝐋 𝐂𝐡𝐚𝐭 𝐕𝟐.𝟎 and 𝐂𝐚𝐦𝐛𝐫𝐢𝐚𝐧 now lead the 𝐂𝐡𝐚𝐫𝐗𝐢𝐯 leaderboard (charxiv.github.io) in chart understanding for open-weight models.
🤔What leads to their success? Here's some of…
What is the Vision-Language Model (VLM) field researching?🧐
VLM is a rapidly developing field since the end of last year, with a large amount of "gold mines" yet to be discovered for researchers. The current exploration is still very preliminary, and it is relatively easy for…
12K Followers 3K Followingresearch @MIT_CSAIL @thinkymachines. work on scalable and principled algorithms in #LLM and #MLSys. in open-sourcing I trust 🐳. she/her/hers
147 Followers 132 FollowingLike golf 🏌️♀️⛳️, motorcycles 🏍, food 🧇🍔🍜, reading 📕, fitness 💪, travel ✈️ and so on. If you also like it, I think we can communicate
5K Followers 1K FollowingComputing professor at Georgia Tech - natural language processing, language models, machine learning, information extraction, dialogue
34K Followers 832 FollowingProfessor in Computer Science at UC Berkeley, co-Director of Berkeley RDI Center; Building safe, secure, decentralized AI; Serial entrepreneur
16K Followers 4K Following#GTComputing is a global leader in real-world computing breakthroughs that drive social & scientific progress. Our community pushes the possible forward.
12K Followers 1K FollowingFounder of https://t.co/9KM4uFScMi, Associate Professor at Columbia. Making ai agent design and deployment easy and fast!
Forbes 30 under 30.
637K Followers 35 FollowingWe're an AI safety and research company that builds reliable, interpretable, and steerable AI systems. Talk to our AI assistant @claudeai on https://t.co/FhDI3KQh0n.
139K Followers 36 FollowingVancouver, Dec 10-15, 24. https://t.co/ga8aOw6yUO Tweets to this account are not monitored. Please send feedback to [email protected].
5K Followers 2K FollowingInterested in how & what the brain computes. Professor of Stats & Neuro UC Berkeley. Married to the incredible @Libertysays. he/him
9K Followers 2K FollowingAssociate professor of @umdcs @umiacs @ml_umd at UMD. Researcher in #AI/#ML, AI #Alignment, #RLHF, #Trustworthy ML, #EthicalAI, AI #Democratization, AI for ALL.
8K Followers 711 FollowingAssistant Professor MIT @medialab @MITEECS @nlp_mit || PhD from CMU @mldcmu @LTIatCMU || Foundations of multisensory AI to enhance the human experience.
7K Followers 1K FollowingAssistant Professor @UW, Principal Research Scientist @Nvidia. Prior Cofounder @NexusflowX, @Berkeley_EECS @Google @Microsoft. I work on LLMs.
163K Followers 166 FollowingCo-founder of Thinking Machines Lab @thinkymachines; Ex-VP, AI Safety & robotics, applied research @OpenAI; Author of Lil'Log
151K Followers 37 FollowingKnown as Mad Max for my unorthodox ideas and passion for adventure, my scientific interests range from artificial intelligence to the ultimate nature of reality
104 Followers 81 Following@WUSTL CSE PhD candidate . Former B.Eng. in Software Engineering @FudanUni AI researcher. Interested in LLM efficiency and reasoning.
4K Followers 949 FollowingProfessor @UChicagoCS @UChicago. Directing @ChicagoHAI, also part of @UChicagoCI. Visiting @AbridgeHQ. DM/email for Postdoc/PhD opportunities.
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