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The Berkeley Artificial Intelligence Research Blog
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Latest posts
Last updated 26 days ago
Defending against Prompt Injection with Structured Queries (StruQ) and Preference Optimization (SecAlign)
26 days ago
Recent advances in Large Language Models (LLMs) enable exciting LLM-integrated applications. However,...
Repurposing Protein Folding Models for Generation with Latent Diffusion
29 days ago
PLAID is a multimodal generative model that simultaneously generates protein 1D sequence...
Scaling Up Reinforcement Learning for Traffic Smoothing: A 100-AV Highway Deployment
about 1 month ago
Training Diffusion Models with Reinforcement Learning We deployed 100 reinforcement learning (RL)-controlled...
Virtual Personas for Language Models via an Anthology of Backstories
6 months ago
We introduce Anthology, a method for conditioning LLMs to representative, consistent, and...
Linguistic Bias in ChatGPT: Language Models Reinforce Dialect Discrimination
8 months ago
Sample language model responses to different varieties of English and native speaker...
How to Evaluate Jailbreak Methods: A Case Study with the StrongREJECT Benchmark
8 months ago
When we began studying jailbreak evaluations, we found a fascinating paper claiming...
Are We Ready for Multi-Image Reasoning? Launching VHs: The Visual Haystacks Benchmark!
10 months ago
Humans excel at processing vast arrays of visual information, a skill that...
TinyAgent: Function Calling at the Edge
11 months ago
The ability of LLMs to execute commands through plain language (e.g. English)...
Modeling Extremely Large Images with xT
about 1 year ago
As computer vision researchers, we believe that every pixel can tell a...
Modeling Extremely Large Images with $x$T
about 1 year ago
As computer vision researchers, we believe that every pixel can tell a...
2024 BAIR Graduate Directory
about 1 year ago
Every year, the Berkeley Artificial Intelligence Research (BAIR) Lab graduates some of...
2024 BAIR Graduate Directory
about 1 year ago
Every year, the Berkeley Artificial Intelligence Research (BAIR) Lab graduates some of...