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The Berkeley Artificial Intelligence Research Blog
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Latest posts
Last updated about 11 hours ago
Teaching LLMs to Update Beliefs for Efficient Long-Horizon Interaction
1 day ago
Overview of ABBEL compared to traditional recursive summarization. Beliefs replace the full...
Intelligence is Free, Now What? Data Systems for, of, and by Agents
20 days ago
... government of the people, by the people, for the people ......
2026 BAIR Graduate Showcase
26 days ago
Congratulations to the Berkeley Artificial Intelligence Research (BAIR) Lab class of 2026!...
Adaptive Parallel Reasoning: The Next Paradigm in Efficient Inference Scaling
3 months ago
Overview of adaptive parallel reasoning. What if a reasoning model could decide...
Gradient-based Planning for World Models at Longer Horizons
3 months ago
GRASP is a new gradient-based planner for learned dynamics (a “world model”)...
Information-Driven Design of Imaging Systems
7 months ago
An encoder (optical system) maps objects to noiseless images, which noise corrupts...
Identifying Interactions at Scale for LLMs
5 months ago
Understanding the behavior of complex machine learning systems, particularly Large Language Models...
Whole-Body Conditioned Egocentric Video Prediction
about 1 year ago
× Predicting Ego-centric Video from human Actions (PEVA). Given past video frames...
What exactly does word2vec learn?
11 months ago
What exactly does word2vec learn, and how? Answering this question amounts to...
RL without TD learning
9 months ago
In this post, I’ll introduce a reinforcement learning (RL) algorithm based on...
Defending against Prompt Injection with Structured Queries (StruQ) and Preference Optimization (SecAlign)
over 1 year ago
Recent advances in Large Language Models (LLMs) enable exciting LLM-integrated applications. However,...
Repurposing Protein Folding Models for Generation with Latent Diffusion
over 1 year ago
PLAID is a multimodal generative model that simultaneously generates protein 1D sequence...