Similarly, it seems that even if LLMs hit a major technological roadblock (model collapse, inherent limits to the technology) that will not bring development to a halt. Many other technologies are waiting in the wings, and there are other ways to improve LLM performance as well.
RESEARCH
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Berkeley AI Member Soufiane Hayou Receives Gradient Fellowship
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Congratulations to @berkeley_ai member Soufiane Hayou on receiving the Gradient AI Research Fellowship!
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Matryoshka Retriever: High Performance Vector Search Technique
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Matryoshka Retriever A recent blog post by @supabase described a new technique for higher performance retrieval, without compromising accuracy. So we've just released a new retriever in LangChain.js which implements this exactly! Use any vector store, and two embedding
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LangChain Matryoshka Retriever Documentation and Supabase Integration
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Read the JS docs: https://
js.langchain.com/docs/modules/d
ata_connection/retrievers/matryoshka_retriever
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Supabase article: -
Brilliant researchers launch ambitious AI project skeptics dismiss
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a group of extraordinarily smart and tenacious people who spent all their life trying to understand how to not change opinions but the world, until they got good at it, decide to start a project that few people (including government, press and academia) are ready to believe in
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Query Analysis Techniques for RAG Systems with LLMs
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Query Analysis In OpenAI's retrieval talk on DevDay, they mention a bunch of strategies they experimented with 3 of these can be classified as **query analysis** a RAG technique that is becoming popular to do with LLMs We've added a docs deep-dive on this We cover six
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Prof. Dr. Fausto Pedro García Márquez at MRD Global Forum
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https://
linkedin.com/posts/mrd-glob
al-forum_prof-dr-fausto-pedro-garca-mrquez-as-activity-7169624838125350913-DPos?utm_source=share&utm_medium=member_android
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Easter Egg Found in Bengio’s 2015 Deep Learning Paper
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Just found an Easter Egg!!!! @ikamalhaasan image in this #ai #deeplearning 2015 paper by Yoshua Bengio and his team. https://
arxiv.org/pdf/1507.01053
.pdf
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Elon lawsuit aims to force OpenAI public research, not profit
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The goal of the Elon/OpenAI lawsuit isn’t cash or to “take down” the company. “[Musk] has sought a court ruling that would compel OpenAI to make its research and technology available to the public and prevent the startup from using its assets, including GPT-4, for financial
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OpenAI’s AGI Mission Vulnerable to Ideological Interpretation
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What I said in my @bigthink interview after the board’s actions continues to be relevant: There’s no clear consensus around what AGI is or what is good for humanity. That makes OpenAI’s mission vulnerable to ideological interpretation. 2/