PLAID is a multimodal generative model that simultaneously generates protein 1D sequence and 3D structure, by learning the latent space of protein folding models.
The awarding of the 2024 Nobel Prize to AlphaFold2 marks an…
Category: AI
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Repurposing Protein Folding Models for Generation with Latent Diffusion – The Berkeley Artificial Intelligence Research Blog
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A 100-AV Highway Deployment – The Berkeley Artificial Intelligence Research Blog
Training Diffusion Models with Reinforcement Learning We deployed 100 reinforcement learning (RL)-controlled cars into rush-hour highway traffic to smooth congestion and reduce fuel consumption for everyone. Our goal…
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Virtual Personas for Language Models via an Anthology of Backstories – The Berkeley Artificial Intelligence Research Blog
Sample language model responses to different varieties of English and native speaker reactions.ChatGPT does amazingly well at communicating with people in English. But whose English?
Only 15% of ChatGPT users are from…
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A Case Study with the StrongREJECT Benchmark – The Berkeley Artificial Intelligence Research Blog
When we began studying jailbreak evaluations, we found a fascinating paper claiming that you could jailbreak frontier LLMs simply by translating forbidden prompts into obscure languages. Excited by this result, we attempted to…
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The Visual Haystacks Benchmark! – The Berkeley Artificial Intelligence Research Blog
Humans excel at processing vast arrays of visual information, a skill that is crucial for achieving artificial general intelligence (AGI). Over the decades, AI researchers have developed Visual Question Answering (VQA) systems…
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